├── .dockerignore ├── .gitattributes ├── .gitignore ├── README.md ├── dags ├── malware_detection.py ├── scripts │ ├── emr │ │ └── create_emr.json │ ├── spark │ │ └── malware_file_detection.py │ └── sql │ │ ├── extract_malware_files.sql │ │ └── from_redshift_to_supersetdb.sql └── utils.py ├── database-setup ├── redshiftdwh.sql ├── sourcedb.sql └── supersetdb.sql ├── docker-compose.yml ├── eg.env ├── images ├── airflow-dag.png ├── dag-runs.png ├── deadlocks.png ├── main-architecture.png └── malware-detection-dashboard.png ├── requirements.txt ├── source-data ├── .gitkeep ├── dated_sample.csv ├── malware_detection.csv ├── metadata.csv ├── sample.csv └── temp │ ├── .gitkeep │ └── malware_files_sample.csv └── terraform ├── main.tf ├── terraform-eg.tfvars └── variables.tf /.dockerignore: -------------------------------------------------------------------------------- 1 | *.venv 2 | *.vscode 3 | *.metals 4 | 5 | terraform 6 | 7 | __pycache__ 8 | 9 | *.env 10 | *.csv 11 | *.json 12 | 13 | temp 14 | -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 1 | source-data/malware_detection.csv filter=lfs diff=lfs merge=lfs -text 2 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.venv 2 | *.vscode 3 | *.metals 4 | 5 | __pycache__ 6 | 7 | # ignore secrets, backups, locks, and binaries generated by Terraform 8 | *.terraform* 9 | terraform.tfvars 10 | *.tfstate* 11 | 12 | *.env 13 | *.pem 14 | *.log 15 | *.csv 16 | *.json 17 | !create_emr.json 18 | !*.gitkeep 19 | 20 | !sample.csv 21 | !dated_sample.csv 22 | !malware_detection.csv 23 | !malware_files_sample.csv 24 | 25 | temp 26 | logs/* 27 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # AWS Batch Data Processing Pipeline 2 | 3 | ```sh 4 | . 5 | ├── dags 6 | │ ├── malware_detection.py 7 | │ ├── scripts 8 | │ │ ├── emr 9 | │ │ │ └── create_emr.json 10 | │ │ ├── spark 11 | │ │ │ └── malware_file_detection.py 12 | │ │ └── sql 13 | │ │ ├── extract_malware_files.sql 14 | │ │ └── from_redshift_to_supersetdb.sql 15 | │ └── utils.py 16 | ├── database-setup 17 | │ ├── redshiftdwh.sql 18 | │ ├── sourcedb.sql 19 | │ └── supersetdb.sql 20 | ├── source-data 21 | │ ├── temp 22 | │ │ ├── .gitkeep 23 | │ │ └── malware_files_sample.csv 24 | │ ├── .gitkeep 25 | │ ├── dated_sample.csv 26 | │ ├── malware_detection.csv 27 | │ └── sample.csv 28 | ├── terraform 29 | │ ├── main.tf 30 | │ ├── superset_ec2_keypair.pem 31 | │ ├── terraform.tfstate 32 | │ ├── terraform.tfvars 33 | │ └── variables.tf 34 | ├── .dockerignore 35 | ├── .gitattributes 36 | ├── .gitignore 37 | ├── README.md 38 | ├── docker-compose.yml 39 | ├── .env 40 | └── requirements.txt 41 | ``` 42 | 43 | In this project, I built a data pipeline on AWS that performs daily batch processing. The final Terraform task spins up an 44 | EC2 instance on which a Postgres database and Superset dashboard are hosted. Public users can login via one of the 45 | usernames (and passwords) `public1`, `public2`, or `public3`, and explore the data or create their own dashboards. 46 | 47 | ![AWS batch processing data pipeline](images/main-architecture.png) 48 | 49 | Initially, the dataset that I used did not have a time column, so I wrote a Python function 50 | that generates timestamps for the following week, every week, on Mondays. The file contains `N = 165053` rows, 51 | and I wanted to divide it up into 7 days. However, I don't want 52 | each day to have the same number of rows, so the timestamps were generated in a random fashion, drawing 53 | from a Gaussian distribution with mean `N/7` and standard deviation `N/70`. In this way, some days might 54 | have more rows than other days, e.g. 21st January had 16069 rows while 20th January had 22735 rows, and this 55 | is different for every week as well. The other columns in the dataset represent the attributes of each file 56 | that was "downloaded" and "scanned" whether or not the file contains malicious software. Information about each 57 | column is detailed in the `metadata.csv` file in the `source-data` folder. 58 | 59 | Next, I want to pretend that the data source for the AWS pipeline comes from a SQL database, so 60 | the CSV file is loaded into a local Postgres instance hosted on a Docker container. The Airflow framework 61 | that orchestrates all of this is also hosted on its on set of containers. After this, I use Terraform to 62 | provision each of the AWS infrastructure as I need according to the data pipeline figure above. Terraform 63 | is an Infrastructure as Code tool and uses declarative programming. This means I tell Terraform exactly 64 | how I want my cloud infrastructure to look like and it will create it for me that way. From here onwards, 65 | I test my data pipeline by triggering runs on Airflow, and if it goes well, I schedule it to run daily at 66 | midnight UTC. In fact, the pipeline is already running properly everyday, and only breaks when my Internet 67 | Service Provider (ISP) changes my local IP address (which looks like it happens on Thursdays). 68 | 69 | ![Airflow DAG and full runs from the past week](images/airflow-dag.png) 70 | 71 | ![Full DAG runs from the past week](images/dag-runs.png) 72 | 73 | It takes at least 5-8 minutes to start up and stop an EMR cluster (also known as a "cold start" in cloud computing) even though 74 | it only takes about 30-60 seconds to process the data. Similarly, the Redshift cluster also requires several minutes to resume/pause 75 | from a paused/resumed state, but only several seconds to store the file from S3 and copy it over to `supersetdb` in the EC2 instance. 76 | In addition, EMR and Redshift are massive, heavy-duty beasts that were made for tackling terabytes and petabytes of 77 | big data. Using them to process and store a small 25 MB dataset is super overkill. 78 | 79 | Hence, an alternative architecture could involve replacing EMR with a Lambda function, and removing the Redshift component altogether. 80 | This way, the entire pipeline can stay online, and can easily process small data (perhaps up to 1 GB?) within a couple of minutes 81 | instead of ~20 minutes for a full DAG run. The only cold start would be the Lambda function, which is practically negligible. The cost would also be 82 | very low, and only include storage costs on S3 and hosting Docker containers on EC2 (even this can be free for 12 months if using 83 | the free-tier `t2.micro` instance). 84 | 85 | Finally, here is a simple dashboard I built using the data from `supersetdb` (not the data from Redshift). Public users can 86 | access this dashboard, but cannot alter the visuals and cannot perform DML (Data Manipulation Language) operations on the Postgres 87 | database. Public users are also invited to create their own charts/dashboard and explore the data using the SQL editor. 88 | 89 | ![Dashboard about fictional malware files detection data](images/malware-detection-dashboard.png) 90 | 91 | **Git commit labels:** 92 | 93 | - :rocket: Initial commits. 94 | - :gear: Maintenance, rewriting some parts of code, small code changes. 95 | - :beetle: Fixing bugs in the code, which cause errors or unintended behavior. 96 | - :arrow_up: Enhancements to the functionality of existing code. 97 | - :star: New features, such as adding a new AWS service or a new container. 98 | - :books: Code documentation, README edits and adding images/media. 99 | -------------------------------------------------------------------------------- /dags/malware_detection.py: -------------------------------------------------------------------------------- 1 | """Airflow DAG for the AWS batch processing data pipeline""" 2 | 3 | import os 4 | import json 5 | import utils 6 | from airflow import DAG 7 | from airflow.models import Variable 8 | from airflow.operators.python import PythonOperator 9 | from airflow.operators.dummy_operator import DummyOperator 10 | from airflow.operators.postgres_operator import PostgresOperator 11 | from airflow.providers.amazon.aws.sensors.emr_job_flow import EmrJobFlowSensor 12 | from airflow.providers.amazon.aws.sensors.redshift import AwsRedshiftClusterSensor 13 | from airflow.providers.amazon.aws.transfers.s3_to_redshift import S3ToRedshiftOperator 14 | from airflow.providers.amazon.aws.operators.emr_create_job_flow import EmrCreateJobFlowOperator 15 | 16 | from datetime import datetime, timedelta 17 | 18 | # Get exported variables from Airflow 19 | BUCKET_NAME = Variable.get("BUCKET_NAME") 20 | REDSHIFT_CLUSTER_NAME = Variable.get("REDSHIFT_CLUSTER_NAME") 21 | 22 | # Provide JOB_FLOW_OVERRIDES argument (JSON for EMR cluster creation) 23 | with open(os.path.join(os.getcwd(), "dags/scripts/emr/create_emr.json"), "r") as f: 24 | JOB_FLOW_OVERRIDES = json.load(f) 25 | 26 | # Specify arguments for Spark script - which script to read, where to read data from, 27 | # and where to write data to. These are the sys.argv arguments in the Spark script 28 | today = datetime.utcnow().date() 29 | yesterday = today - timedelta(days=1) 30 | S3_URI_SPARK_SCRIPT = "s3://malware-detection-bucket/scripts/spark/malware_file_detection.py" 31 | S3_URI_RAW_FILE = f"s3://malware-detection-bucket/raw/malware_file_detection/{yesterday}/malware_files.csv" 32 | S3_URI_STAGE = f"s3://malware-detection-bucket/stage/malware_file_detection/{yesterday}/" 33 | 34 | JOB_FLOW_OVERRIDES["Steps"][0]["HadoopJarStep"]["Args"] += [ 35 | S3_URI_SPARK_SCRIPT, 36 | S3_URI_RAW_FILE, 37 | S3_URI_STAGE, 38 | ] 39 | 40 | # Default arguments for defining the DAG 41 | # start_date: if today is 8th, and I want to run my daily DAG on 9th, specify 8th 42 | # actual_start_date = start_date + schedule_interval 43 | default_args = { 44 | "owner": "airflow", 45 | "start_date": datetime(2022, 1, 20), 46 | "depends_on_past": False, 47 | "email": ["airflow@airflow.com"], 48 | "email_on_failure": False, 49 | "email_on_retry": False, 50 | "retries": 1, 51 | "retry_delay": timedelta(minutes=30), 52 | } 53 | 54 | # Running DAG everyday at midnight UTC 55 | with DAG( 56 | dag_id="malware_detection", 57 | default_args=default_args, 58 | schedule_interval="0 0 * * *", 59 | ) as dag: 60 | 61 | # On Mondays, attach randomly generated timestamps to each row of the file 62 | attach_timestamp_to_file = PythonOperator( 63 | task_id="attach_timestamp_to_csv_MALWARE_FILE", 64 | python_callable=utils._attach_datetime, 65 | op_kwargs={ 66 | "filename": "/source-data/malware_detection.csv", 67 | "destination": "/source-data/dated_malware_detection.csv", 68 | }, 69 | ) 70 | 71 | # copies postgres-source data into CSV file 72 | extract_malware_files_data = PostgresOperator( 73 | task_id="extract_sql_MALWARE_FILE_to_csv", 74 | sql="./scripts/sql/extract_malware_files.sql", 75 | postgres_conn_id="postgres_source", 76 | params={"malware_files": "/source-data/temp/malware_files.csv"}, 77 | ) 78 | 79 | # moves flat file from local system to S3 `raw` folder 80 | load_malware_files_to_s3_raw = PythonOperator( 81 | task_id="load_MALWARE_FILE_to_S3_RAW", 82 | python_callable=utils._local_file_to_s3, 83 | op_kwargs={ 84 | "filename": "/source-data/temp/malware_files.csv", 85 | "key": f"raw/malware_file_detection/{yesterday}/malware_files.csv", 86 | "bucket_name": BUCKET_NAME, 87 | "remove_local": False, 88 | }, 89 | ) 90 | 91 | # uploads Python code to S3 `scripts` folder 92 | upload_code_to_s3_scripts = PythonOperator( 93 | task_id="upload_code_to_S3_SCRIPTS", 94 | python_callable=utils._local_file_to_s3, 95 | op_kwargs={ 96 | "filename": "./dags/scripts/spark/malware_file_detection.py", 97 | "key": "scripts/spark/malware_file_detection.py", 98 | "bucket_name": BUCKET_NAME, 99 | "remove_local": False, 100 | }, 101 | ) 102 | 103 | # creates an EMR cluster according to the settings in JOB_FLOW_OVERRIDES 104 | # and then runs the specified Spark step 105 | # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/emr.html#EMR.Client.run_job_flow 106 | create_and_run_emr_cluster = EmrCreateJobFlowOperator( 107 | task_id="create_and_run_EMR_CLUSTER", 108 | job_flow_overrides=JOB_FLOW_OVERRIDES, 109 | aws_conn_id="aws_default", 110 | emr_conn_id="emr_default", 111 | ) 112 | 113 | # waits for EMR step to be completed by using a Sensor 114 | check_emr_step_completion = EmrJobFlowSensor( 115 | task_id="check_EMR_STEP_completion", 116 | job_flow_id=create_and_run_emr_cluster.output, 117 | ) 118 | 119 | # resume the Redshift cluster from its dormant state 120 | # what if Redshift is unavailable? better to have multiple nodes for data replication 121 | # https://stackoverflow.com/questions/70075639/aws-redshift-node-failure-is-the-entire-cluster-unavailable-despite-having-mut 122 | resume_redshift_cluster = PythonOperator( 123 | task_id="resume_REDSHIFT_CLUSTER", 124 | python_callable=utils._resume_redshift_cluster, 125 | op_kwargs={"cluster_identifier": REDSHIFT_CLUSTER_NAME}, 126 | ) 127 | 128 | # waits for Redshift to become available 129 | check_redshift_availability = AwsRedshiftClusterSensor( 130 | task_id="check_REDSHIFT_CLUSTER_availability", 131 | cluster_identifier=REDSHIFT_CLUSTER_NAME, 132 | target_status="available", 133 | ) 134 | 135 | # operation to load processed data in `stage` into Redshift DWH 136 | load_malware_file_to_redshift = S3ToRedshiftOperator( 137 | task_id="load_csv_MALWARE_FILE_to_REDSHIFT", 138 | schema="public", 139 | table="malware_file", 140 | s3_bucket=BUCKET_NAME, 141 | s3_key=f"stage/malware_file_detection/{yesterday}/", 142 | copy_options=["csv"], 143 | redshift_conn_id="redshift_conn_id", 144 | aws_conn_id="aws_default", 145 | method="UPSERT", 146 | upsert_keys=["time_received"], 147 | ) 148 | 149 | # load Redshift data to EC2's Postgres database 150 | load_supersetdb_from_redshift = PostgresOperator( 151 | task_id="load_SUPERSETDB_from_REDSHIFT", 152 | sql="./scripts/sql/from_redshift_to_supersetdb.sql", 153 | postgres_conn_id="supersetdb", 154 | ) 155 | 156 | # pause the Redshift cluster to stop incurring compute costs 157 | pause_redshift_cluster = PythonOperator( 158 | task_id="pause_REDSHIFT_CLUSTER", 159 | python_callable=utils._pause_redshift_cluster, 160 | op_kwargs={"cluster_identifier": REDSHIFT_CLUSTER_NAME}, 161 | trigger_rule="all_done", 162 | ) 163 | 164 | # the complete DAG 165 | ( 166 | attach_timestamp_to_file 167 | >> extract_malware_files_data 168 | >> [load_malware_files_to_s3_raw, upload_code_to_s3_scripts] 169 | >> DummyOperator(task_id="O") 170 | >> [resume_redshift_cluster, create_and_run_emr_cluster] 171 | ) 172 | create_and_run_emr_cluster >> check_emr_step_completion 173 | ( 174 | [resume_redshift_cluster, check_emr_step_completion] 175 | >> check_redshift_availability 176 | >> load_malware_file_to_redshift 177 | >> load_supersetdb_from_redshift 178 | >> pause_redshift_cluster 179 | >> DummyOperator(task_id="END") 180 | ) 181 | -------------------------------------------------------------------------------- /dags/scripts/emr/create_emr.json: -------------------------------------------------------------------------------- 1 | { 2 | "Name": "malware-detection-cluster", 3 | "LogUri": "s3://malware-detection-bucket/emr_logs/", 4 | "ServiceRole": "EMR_DefaultRole", 5 | "JobFlowRole": "EMR_EC2_DefaultRole", 6 | "ReleaseLabel": "emr-6.4.0", 7 | "Applications": [ 8 | { 9 | "Name": "Hadoop" 10 | }, 11 | { 12 | "Name": "Spark" 13 | } 14 | ], 15 | "Configurations": [ 16 | { 17 | "Classification": "spark-env", 18 | "Configurations": [ 19 | { 20 | "Classification": "export", 21 | "Properties": { 22 | "PYSPARK_PYTHON": "/usr/bin/python3" 23 | } 24 | } 25 | ] 26 | } 27 | ], 28 | "Instances": { 29 | "InstanceGroups": [ 30 | { 31 | "Name": "Master Node - 1", 32 | "InstanceRole": "MASTER", 33 | "InstanceType": "m5.xlarge", 34 | "InstanceCount": 1, 35 | "Market": "SPOT", 36 | "BidPrice": "0.1" 37 | }, 38 | { 39 | "Name": "Core Node(s) - 2", 40 | "InstanceRole": "CORE", 41 | "InstanceType": "m5.xlarge", 42 | "InstanceCount": 2, 43 | "Market": "SPOT", 44 | "BidPrice": "0.1" 45 | } 46 | ], 47 | "KeepJobFlowAliveWhenNoSteps": false, 48 | "TerminationProtected": false 49 | }, 50 | "Steps": [ 51 | { 52 | "Name": "Analyse Malware Files Data", 53 | "ActionOnFailure": "CANCEL_AND_WAIT", 54 | "HadoopJarStep": { 55 | "Jar": "command-runner.jar", 56 | "Args": [ 57 | "spark-submit", 58 | "--deploy-mode", 59 | "client" 60 | ] 61 | } 62 | } 63 | ], 64 | "AutoTerminationPolicy": { 65 | "IdleTimeout": 60 66 | } 67 | } -------------------------------------------------------------------------------- /dags/scripts/spark/malware_file_detection.py: -------------------------------------------------------------------------------- 1 | """This is one place where data processing or machine learning with Spark could occur. 2 | A previously trained classification algorithm could perhaps be used to classify the 3 | new batch of incoming data and predict whether or not the features in there describe 4 | a malicious file. Additional ML engineering can be done to feed the algorithm with 5 | new data and also improve its accuracy, but that is out of the scope of this project. 6 | 7 | In this script, I am just selecting some columns that I think might be useful to 8 | display on a daily dashboard, and will not be doing any machine learning. The 9 | target column (dependent variable) `actually_malicious` is an already classified 10 | column, so we can just pretend the machine learning is already done here. 11 | """ 12 | 13 | import sys 14 | from pyspark.sql.functions import * 15 | from pyspark.sql import SparkSession 16 | 17 | spark = SparkSession.builder.appName("Spark job on EMR").getOrCreate() 18 | 19 | # sys.argv[1] is the full S3 URI for the input file that Spark on EMR will read from 20 | # this is the CSV file in the `raw` folder on S3 21 | df = spark.read.option("inferSchema", "true").option("header", "true").csv(sys.argv[1]) 22 | 23 | new_df = df.select( 24 | "time_received", 25 | "download_source", 26 | "top_level_domain", 27 | "ping_time_to_server", 28 | "file_size_bytes", 29 | "executable_code_maybe_present_in_headers", 30 | "calls_to_low_level_system_libraries", 31 | "evidence_of_code_obfuscation", 32 | "threads_started", 33 | "characters_in_url", 34 | "actually_malicious", 35 | "initial_statistical_analysis", 36 | ) 37 | 38 | # sys.argv[2] is also the full S3 URI for the output destination folder that EMR will write to 39 | # this is going to be the `stage` folder on S3 40 | new_df.write.format("csv").mode("overwrite").save(sys.argv[2]) 41 | -------------------------------------------------------------------------------- /dags/scripts/sql/extract_malware_files.sql: -------------------------------------------------------------------------------- 1 | -- this code updates the database with new week's data, only on Mondays (DayOfWeek = 1) 2 | COPY threats.malware_file 3 | FROM 4 | '/source-data/dated_malware_detection.csv' CSV DELIMITER ',' HEADER 5 | WHERE 6 | EXTRACT( 7 | DOW 8 | FROM 9 | CURRENT_DATE 10 | ) = 1; 11 | 12 | -- the following code pulls out yesterday's batch today, at midnight UTC 13 | COPY ( 14 | SELECT 15 | time_received, 16 | download_source, 17 | top_level_domain, 18 | download_speed, 19 | ping_time_to_server, 20 | file_size_bytes, 21 | how_many_times_file_seen, 22 | executable_code_maybe_present_in_headers, 23 | calls_to_low_level_system_libraries, 24 | evidence_of_code_obfuscation, 25 | threads_started, 26 | mean_word_length_of_extracted_strings, 27 | similarity_score, 28 | characters_in_url, 29 | actually_malicious, 30 | initial_statistical_analysis 31 | FROM 32 | threats.malware_file 33 | WHERE 34 | time_received < CURRENT_DATE 35 | AND time_received >= CURRENT_DATE - 1 36 | ORDER BY 37 | time_received ASC 38 | ) TO '{{ params.malware_files }}' WITH (FORMAT CSV, HEADER); -------------------------------------------------------------------------------- /dags/scripts/sql/from_redshift_to_supersetdb.sql: -------------------------------------------------------------------------------- 1 | -- Inserts today's batch from the Redshift DWH into an always-online 2 | -- Postgres database on the EC2 instance named supersetdb 3 | -- To ensure idempotency, use upsert method: https://www.postgresqltutorial.com/postgresql-upsert/ 4 | INSERT INTO 5 | public.malware_file ( 6 | "TimeReceived", 7 | "DownloadSource", 8 | "TopLevelDomain", 9 | "PingTimeToServer", 10 | "FileSizeBytes", 11 | "ExecutableCodeMaybePresentInHeaders", 12 | "CallsToLowLevelSystemLibraries", 13 | "EvidenceOfCodeObfuscation", 14 | "ThreadsStarted", 15 | "CharactersInUrl", 16 | "ActuallyMalicious", 17 | "InitialStatisticalAnalysis" 18 | ) 19 | SELECT 20 | * 21 | FROM 22 | dblink('foreign_server', $REDSHIFT$ 23 | SELECT 24 | * 25 | FROM 26 | "malwaredb"."public"."malware_file" 27 | WHERE 28 | time_received < CURRENT_DATE 29 | AND time_received >= CURRENT_DATE - 1 30 | ORDER BY 31 | time_received ASC; --> this is the remote query ran on Redshift, using dblink 32 | $REDSHIFT$) AS today_data ( 33 | time_received TIMESTAMP, 34 | download_source TEXT, 35 | top_level_domain TEXT, 36 | ping_time_to_server INT, 37 | file_size_bytes NUMERIC, 38 | executable_code_maybe_present_in_headers TEXT, 39 | calls_to_low_level_system_libraries NUMERIC, 40 | evidence_of_code_obfuscation TEXT, 41 | threads_started INT, 42 | characters_in_url INT, 43 | actually_malicious TEXT, 44 | initial_statistical_analysis TEXT 45 | ) 46 | ON CONFLICT ("TimeReceived") -- this clause ensures idempotency ("TimeReceived" has to be unique): 47 | DO NOTHING; -- do not insert if the row with the same "TimeReceived" value already exists -------------------------------------------------------------------------------- /dags/utils.py: -------------------------------------------------------------------------------- 1 | """Utility functions to connect with AWS infrastructure and/or transfer local 2 | files to resources such as S3, and to pause/resume the Redshift cluster. Also 3 | includes a Python function to process file locally (attach datetime column weekly) 4 | before sending it off to the cloud.""" 5 | 6 | import os 7 | import time 8 | import logging 9 | import numpy as np 10 | import pandas as pd 11 | from datetime import datetime, timedelta 12 | from airflow.hooks.S3_hook import S3Hook 13 | from airflow.exceptions import AirflowException 14 | from airflow.providers.amazon.aws.hooks.redshift import RedshiftHook 15 | 16 | 17 | def _attach_datetime(filename: str, destination: str): 18 | """Attach 7-day randomly spaced timestamps (sampled from a Gaussian distribution) 19 | to each row in the malware_detection.csv file. The file has N = 165053 rows, 20 | so each day will have N/7 +/- N/70 rows (mean = N/7 and standard deviation = N/70). 21 | Purpose of doing this is to introduce some variability, so that there is more data 22 | on some days than on others, and also to demonstrate a daily batch process. 23 | 24 | If today is Monday (todays_day == 0), then generate random timestamps 25 | and attach them to the dataset. Otherwise, do nothing. 26 | 27 | Args: 28 | filename (str): absolute path to file, on the Docker container 29 | destination (str): absolute path where processed file is to be written 30 | """ 31 | now = datetime.utcnow() 32 | todays_day = now.weekday() 33 | 34 | if todays_day != 0: 35 | return 36 | 37 | df = pd.read_csv(filename) 38 | N = len(df) 39 | MEAN = N / 7 40 | STD = MEAN / 10 41 | 42 | six_day_sizes: list[int] = [round(n) for n in np.random.normal(MEAN, STD, size=6)] 43 | one_week_sizes = six_day_sizes + [N - sum(six_day_sizes)] 44 | 45 | days = range(-1, 6) 46 | 47 | all_timestamps = [] 48 | 49 | for size, d in zip(one_week_sizes, days): 50 | today = datetime(now.year, now.month, now.day, 0, 0, 0) 51 | start_day = today + timedelta(days=d) - timedelta(days=todays_day) 52 | 53 | mean_interval = 86400 / size 54 | std_interval = mean_interval / 10 55 | 56 | sampling_intervals = np.random.normal(mean_interval, std_interval, size) 57 | total = sum(sampling_intervals) 58 | sampling_intervals = [s * 86400 / total for s in sampling_intervals] 59 | 60 | interval_offsets = np.cumsum(sampling_intervals) 61 | interval_offsets[-1] -= 1e-6 62 | 63 | start_timestamp = start_day.timestamp() 64 | all_timestamps += [start_timestamp + offs for offs in interval_offsets] 65 | 66 | # sanity check to ensure that all week's data adds up to the expected total 67 | assert sum(one_week_sizes) == len(all_timestamps) == N 68 | 69 | df.insert(0, "TimeReceived", all_timestamps) 70 | df["TimeReceived"] = [datetime.fromtimestamp(time) for time in df["TimeReceived"]] 71 | df.to_csv(destination, index=False) 72 | 73 | 74 | def _local_file_to_s3(bucket_name: str, key: str, filename: str, remove_local: bool): 75 | """Uploads file from local system to S3 bucket. If the file needs to be removed 76 | locally after transferring it to S3, specify `remove_local=True`. 77 | 78 | Args: 79 | bucket_name (str): S3 bucket name 80 | key (str): directory on S3 where file is going to be loaded 81 | filename (str): directory on local system where file is located 82 | remove_local (bool): to delete local file 83 | """ 84 | s3_hook = S3Hook() 85 | s3_hook.load_file(filename=filename, bucket_name=bucket_name, replace=True, key=key) 86 | 87 | if remove_local: 88 | if os.path.isfile(filename): 89 | os.remove(filename) 90 | 91 | 92 | def _resume_redshift_cluster(cluster_identifier: str): 93 | """Resume a Redshift cluster when it is paused. Only resume the cluster when 94 | queries need to be run or data has to be retrieved from somewhere (mainly from S3). 95 | 96 | Args: 97 | cluster_identifier (str): the name of the Redshift cluster 98 | 99 | Raises: 100 | AirflowException: if Redshift cannot be resumed, downstream tasks 101 | should not proceed. 102 | """ 103 | redshift_hook = RedshiftHook() 104 | cluster_state = redshift_hook.cluster_status(cluster_identifier=cluster_identifier) 105 | 106 | try: 107 | if cluster_state == "available": 108 | return 109 | 110 | redshift_hook.get_conn().resume_cluster(ClusterIdentifier=cluster_identifier) 111 | while cluster_state != "available": 112 | time.sleep(1) 113 | cluster_state = redshift_hook.cluster_status( 114 | cluster_identifier=cluster_identifier 115 | ) 116 | except Exception as ex: 117 | logging.warning( 118 | f"Can't resume! Cluster {cluster_identifier} is in state: {cluster_state}." 119 | ) 120 | raise AirflowException(ex) 121 | 122 | 123 | def _pause_redshift_cluster(cluster_identifier: str): 124 | """Pause a Redshift cluster when it is in an active/available state. This is 125 | to optimize costs - only pay for storage when paused and not for compute/running 126 | the cluster. 127 | 128 | Args: 129 | cluster_identifier (str): the name of the Redshift cluster 130 | 131 | Raises: 132 | AirflowException: should fail the pipeline, and (possibly?) send an 133 | alert to notify that your money is leaking. 134 | """ 135 | redshift_hook = RedshiftHook() 136 | cluster_state = redshift_hook.cluster_status(cluster_identifier=cluster_identifier) 137 | 138 | try: 139 | if cluster_state == "paused": 140 | return 141 | 142 | redshift_hook.get_conn().pause_cluster(ClusterIdentifier=cluster_identifier) 143 | while cluster_state != "paused": 144 | time.sleep(1) 145 | cluster_state = redshift_hook.cluster_status( 146 | cluster_identifier=cluster_identifier 147 | ) 148 | except Exception as ex: 149 | logging.warning( 150 | f"Can't pause! Cluster {cluster_identifier} is in state: {cluster_state}." 151 | ) 152 | raise AirflowException(ex) 153 | -------------------------------------------------------------------------------- /database-setup/redshiftdwh.sql: -------------------------------------------------------------------------------- 1 | -- This script is ran only once, to set up a table on the Redshift `public` schema 2 | -- in the database specified with Terraform 3 | DROP TABLE IF EXISTS public.malware_file; 4 | 5 | CREATE TABLE public.malware_file ( 6 | time_received TIMESTAMP UNIQUE, 7 | download_source TEXT, 8 | top_level_domain TEXT, 9 | download_speed TEXT, 10 | ping_time_to_server INT, 11 | file_size_bytes NUMERIC, 12 | how_many_times_file_seen INT, 13 | executable_code_maybe_present_in_headers TEXT, 14 | calls_to_low_level_system_libraries NUMERIC, 15 | evidence_of_code_obfuscation TEXT, 16 | threads_started INT, 17 | mean_word_length_of_extracted_strings NUMERIC, 18 | similarity_score NUMERIC, 19 | characters_in_url INT, 20 | actually_malicious TEXT, 21 | initial_statistical_analysis TEXT 22 | ); -------------------------------------------------------------------------------- /database-setup/sourcedb.sql: -------------------------------------------------------------------------------- 1 | CREATE SCHEMA IF NOT EXISTS threats; 2 | 3 | DROP TABLE IF EXISTS threats.malware_file; 4 | 5 | CREATE TABLE threats.malware_file ( 6 | time_received TIMESTAMP, 7 | download_source TEXT, 8 | top_level_domain TEXT, 9 | download_speed TEXT, 10 | ping_time_to_server INT, 11 | file_size_bytes NUMERIC, 12 | how_many_times_file_seen INT, 13 | executable_code_maybe_present_in_headers TEXT, 14 | calls_to_low_level_system_libraries NUMERIC, 15 | evidence_of_code_obfuscation TEXT, 16 | threads_started INT, 17 | mean_word_length_of_extracted_strings NUMERIC, 18 | similarity_score NUMERIC, 19 | characters_in_url INT, 20 | actually_malicious TEXT, 21 | initial_statistical_analysis TEXT 22 | ); 23 | 24 | COPY threats.malware_file 25 | FROM 26 | '/source-data/dated_malware_detection.csv' CSV DELIMITER ',' HEADER; -------------------------------------------------------------------------------- /database-setup/supersetdb.sql: -------------------------------------------------------------------------------- 1 | -- Only ran once. Putting column names in double-quotes allow Postgres to capitalize them. 2 | DROP TABLE IF EXISTS public.malware_file; 3 | 4 | -- TimeReceived is made unique to make use of Postgres' upsert capabilities 5 | CREATE TABLE public.malware_file ( 6 | "TimeReceived" TIMESTAMP UNIQUE, 7 | "DownloadSource" TEXT, 8 | "TopLevelDomain" TEXT, 9 | "PingTimeToServer" INT, 10 | "FileSizeBytes" NUMERIC, 11 | "ExecutableCodeMaybePresentInHeaders" TEXT, 12 | "CallsToLowLevelSystemLibraries" NUMERIC, 13 | "EvidenceOfCodeObfuscation" TEXT, 14 | "ThreadsStarted" INT, 15 | "CharactersInUrl" INT, 16 | "ActuallyMalicious" TEXT, 17 | "InitialStatisticalAnalysis" TEXT 18 | ); 19 | 20 | -- The following code creates a `dblink` function in order to load data from 21 | -- Redshift into a Postgres database running on EC2. Also ran only once. 22 | -- This will ensure that daily data from Redshift is available in an always-online 23 | -- database, even when Redshift is paused. 24 | CREATE EXTENSION postgres_fdw; 25 | 26 | CREATE EXTENSION dblink; 27 | 28 | CREATE SERVER foreign_server FOREIGN DATA WRAPPER postgres_fdw OPTIONS ( 29 | host 'MY_REDSHIFT_ENDPOINT', 30 | port '5439', 31 | dbname 'malwaredb', 32 | sslmode 'require' 33 | ); 34 | 35 | CREATE USER MAPPING FOR postgres SERVER foreign_server OPTIONS ( 36 | user 'MY_REDSHIFT_CLUSTER_USERNAME', 37 | password 'MY_REDSHIFT_CLUSTER_PASSWORD' 38 | ); -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- 1 | version: "3" 2 | x-airflow-common: 3 | &airflow-common 4 | image: ${AIRFLOW_IMAGE_NAME:-apache/airflow:2.2.3} 5 | env_file: .env 6 | environment: 7 | &airflow-common-env 8 | AIRFLOW__CORE__EXECUTOR: LocalExecutor 9 | AIRFLOW__CORE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@postgres-airflow/airflow 10 | AIRFLOW__CORE__FERNET_KEY: "" 11 | AIRFLOW__CORE__DAGS_ARE_PAUSED_AT_CREATION: "false" 12 | AIRFLOW__CORE__LOAD_EXAMPLES: "false" 13 | AIRFLOW__API__AUTH_BACKEND: "airflow.api.auth.backend.basic_auth" 14 | _PIP_ADDITIONAL_REQUIREMENTS: ${_PIP_ADDITIONAL_REQUIREMENTS:-} 15 | volumes: 16 | - ./dags:/opt/airflow/dags 17 | - ./logs:/opt/airflow/logs 18 | - ./plugins:/opt/airflow/plugins 19 | - ./source-data:/source-data 20 | user: "${AIRFLOW_UID:-50000}:0" 21 | depends_on: 22 | &airflow-common-depends-on 23 | postgres-airflow: 24 | condition: service_healthy 25 | 26 | services: 27 | # pgAdmin 28 | pgadmin: 29 | image: dpage/pgadmin4:latest 30 | container_name: pgadmin 31 | environment: 32 | PGADMIN_DEFAULT_EMAIL: ${PGADMIN_DEFAULT_EMAIL:-admin@admin.com} 33 | PGADMIN_DEFAULT_PASSWORD: ${PGADMIN_DEFAULT_PASSWORD:-admin} 34 | PGADMIN_CONFIG_SERVER_MODE: "False" 35 | volumes: 36 | - pgadmin:/var/lib/pgadmin 37 | ports: 38 | - "${PGADMIN_PORT:-5050}:80" 39 | restart: unless-stopped 40 | 41 | postgres-source: 42 | image: postgres:latest 43 | container_name: postgres-source 44 | environment: 45 | POSTGRES_USER: sourcedb1 46 | POSTGRES_PASSWORD: sourcedb1 47 | POSTGRES_DB: sourcedb 48 | logging: 49 | options: 50 | max-size: 10m 51 | max-file: "3" 52 | ports: 53 | - "5433:5432" 54 | volumes: 55 | - sourcedb-volume:/var/lib/postgresql/data 56 | - ./source-data:/source-data 57 | - ./database-setup/sourcedb.sql:/docker-entrypoint-initdb.d/sourcedb.sql 58 | healthcheck: 59 | test: [ "CMD", "pg_isready", "-U", "sourcedb1" ] 60 | interval: 5s 61 | retries: 5 62 | restart: always 63 | 64 | postgres-airflow: 65 | image: postgres:latest 66 | container_name: postgres-airflow 67 | environment: 68 | POSTGRES_USER: airflow 69 | POSTGRES_PASSWORD: airflow 70 | POSTGRES_DB: airflow 71 | volumes: 72 | - airflow-volume:/var/lib/postgresql/data 73 | healthcheck: 74 | test: [ "CMD", "pg_isready", "-U", "airflow" ] 75 | interval: 5s 76 | retries: 5 77 | restart: always 78 | 79 | airflow-webserver: 80 | container_name: airflow-webserver 81 | <<: *airflow-common 82 | command: webserver 83 | ports: 84 | - 8080:8080 85 | healthcheck: 86 | test: 87 | [ 88 | "CMD", 89 | "curl", 90 | "--fail", 91 | "http://localhost:8080/health" 92 | ] 93 | interval: 10s 94 | timeout: 10s 95 | retries: 5 96 | restart: always 97 | depends_on: 98 | <<: *airflow-common-depends-on 99 | airflow-init: 100 | condition: service_completed_successfully 101 | 102 | airflow-scheduler: 103 | container_name: airflow-scheduler 104 | <<: *airflow-common 105 | command: scheduler 106 | healthcheck: 107 | test: 108 | [ 109 | "CMD-SHELL", 110 | 'airflow jobs check --job-type SchedulerJob --hostname 111 | "$${HOSTNAME}"' 112 | ] 113 | interval: 10s 114 | timeout: 10s 115 | retries: 5 116 | restart: always 117 | depends_on: 118 | <<: *airflow-common-depends-on 119 | airflow-init: 120 | condition: service_completed_successfully 121 | 122 | airflow-triggerer: 123 | container_name: airflow-triggerer 124 | <<: *airflow-common 125 | command: triggerer 126 | healthcheck: 127 | test: 128 | [ 129 | "CMD-SHELL", 130 | 'airflow jobs check --job-type TriggererJob --hostname 131 | "$${HOSTNAME}"' 132 | ] 133 | interval: 10s 134 | timeout: 10s 135 | retries: 5 136 | restart: always 137 | depends_on: 138 | <<: *airflow-common-depends-on 139 | airflow-init: 140 | condition: service_completed_successfully 141 | 142 | airflow-init: 143 | container_name: airflow-init 144 | <<: *airflow-common 145 | entrypoint: /bin/bash 146 | # yamllint disable rule:line-length 147 | command: 148 | - -c 149 | - | 150 | function ver() { 151 | printf "%04d%04d%04d%04d" $${1//./ } 152 | } 153 | airflow_version=$$(gosu airflow airflow version) 154 | airflow_version_comparable=$$(ver $${airflow_version}) 155 | min_airflow_version=2.2.0 156 | min_airflow_version_comparable=$$(ver $${min_airflow_version}) 157 | if (( airflow_version_comparable < min_airflow_version_comparable )); then 158 | echo 159 | echo -e "\033[1;31mERROR!!!: Too old Airflow version $${airflow_version}!\e[0m" 160 | echo "The minimum Airflow version supported: $${min_airflow_version}. Only use this or higher!" 161 | echo 162 | exit 1 163 | fi 164 | if [[ -z "${AIRFLOW_UID}" ]]; then 165 | echo 166 | echo -e "\033[1;33mWARNING!!!: AIRFLOW_UID not set!\e[0m" 167 | echo "If you are on Linux, you SHOULD follow the instructions below to set " 168 | echo "AIRFLOW_UID environment variable, otherwise files will be owned by root." 169 | echo "For other operating systems you can get rid of the warning with manually created .env file:" 170 | echo " See: https://airflow.apache.org/docs/apache-airflow/stable/start/docker.html#setting-the-right-airflow-user" 171 | echo 172 | fi 173 | one_meg=1048576 174 | mem_available=$$(($$(getconf _PHYS_PAGES) * $$(getconf PAGE_SIZE) / one_meg)) 175 | cpus_available=$$(grep -cE 'cpu[0-9]+' /proc/stat) 176 | disk_available=$$(df / | tail -1 | awk '{print $$4}') 177 | warning_resources="false" 178 | if (( mem_available < 4000 )) ; then 179 | echo 180 | echo -e "\033[1;33mWARNING!!!: Not enough memory available for Docker.\e[0m" 181 | echo "At least 4GB of memory required. You have $$(numfmt --to iec $$((mem_available * one_meg)))" 182 | echo 183 | warning_resources="true" 184 | fi 185 | if (( cpus_available < 2 )); then 186 | echo 187 | echo -e "\033[1;33mWARNING!!!: Not enough CPUS available for Docker.\e[0m" 188 | echo "At least 2 CPUs recommended. You have $${cpus_available}" 189 | echo 190 | warning_resources="true" 191 | fi 192 | if (( disk_available < one_meg * 10 )); then 193 | echo 194 | echo -e "\033[1;33mWARNING!!!: Not enough Disk space available for Docker.\e[0m" 195 | echo "At least 10 GBs recommended. You have $$(numfmt --to iec $$((disk_available * 1024 )))" 196 | echo 197 | warning_resources="true" 198 | fi 199 | if [[ $${warning_resources} == "true" ]]; then 200 | echo 201 | echo -e "\033[1;33mWARNING!!!: You have not enough resources to run Airflow (see above)!\e[0m" 202 | echo "Please follow the instructions to increase amount of resources available:" 203 | echo " https://airflow.apache.org/docs/apache-airflow/stable/start/docker.html#before-you-begin" 204 | echo 205 | fi 206 | mkdir -p /sources/logs /sources/dags /sources/plugins 207 | chown -R "${AIRFLOW_UID}:0" /sources/{logs,dags,plugins} 208 | exec /entrypoint airflow version 209 | # yamllint enable rule:line-length 210 | environment: 211 | <<: *airflow-common-env 212 | _AIRFLOW_DB_UPGRADE: "true" 213 | _AIRFLOW_WWW_USER_CREATE: "true" 214 | _AIRFLOW_WWW_USER_USERNAME: ${_AIRFLOW_WWW_USER_USERNAME:-airflow} 215 | _AIRFLOW_WWW_USER_PASSWORD: ${_AIRFLOW_WWW_USER_PASSWORD:-airflow} 216 | user: "0:0" 217 | volumes: 218 | - .:/sources 219 | 220 | airflow-cli: 221 | <<: *airflow-common 222 | profiles: 223 | - debug 224 | environment: 225 | <<: *airflow-common-env 226 | CONNECTION_CHECK_MAX_COUNT: "0" 227 | # Workaround for entrypoint issue. See: https://github.com/apache/airflow/issues/16252 228 | command: 229 | - bash 230 | - -c 231 | - airflow 232 | 233 | volumes: 234 | airflow-volume: null 235 | sourcedb-volume: null 236 | pgadmin: null 237 | -------------------------------------------------------------------------------- /eg.env: -------------------------------------------------------------------------------- 1 | AIRFLOW_UID = 50000 2 | AIRFLOW_CONN_POSTGRES_SOURCE = postgresql+psycopg2://sourcedb1:sourcedb1@postgres-source:5432/sourcedb 3 | AIRFLOW_CONN_SUPERSETDB = postgresql+psycopg2://YOUR_SUPERSET_DB_USERNAME:YOUR_SUPERSET_DB_PASSWORD@YOUR_EC2_INSTANCE_IP:5432/postgres 4 | AIRFLOW_CONN_AWS_DEFAULT = aws://YOUR_AWS_ACCESS_KEY_ID:YOUR_AWS_SECRET_ACCESS_KEY@S3?region_name=YOUR_AWS_REGION 5 | AIRFLOW_CONN_EMR_DEFAULT = aws://YOUR_AWS_ACCESS_KEY_ID:YOUR_AWS_SECRET_ACCESS_KEY@EMR 6 | AIRFLOW_CONN_REDSHIFT_DEFAULT = aws://YOUR_AWS_ACCESS_KEY_ID:YOUR_AWS_SECRET_ACCESS_KEY@Redshift 7 | AIRFLOW_CONN_REDSHIFT_CONN_ID = redshift://YOUR_REDSHIFT_CLUSTER_USERNAME:YOUR_REDSHIFT_CLUSTER_PASSWORD@YOUR_REDSHIFT_CLUSTER_ENDPOINT:5439/YOUR_REDSHIFT_CLUSTER_DATABASE 8 | AIRFLOW_VAR_BUCKET_NAME = YOUR_BUCKET_NAME 9 | AIRFLOW_VAR_REDSHIFT_CLUSTER_NAME = YOUR_CLUSTER_NAME -------------------------------------------------------------------------------- /images/airflow-dag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ismaildawoodjee/aws-data-pipeline/a904ec320c69abbf1864af919feff2e4991586bb/images/airflow-dag.png -------------------------------------------------------------------------------- /images/dag-runs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ismaildawoodjee/aws-data-pipeline/a904ec320c69abbf1864af919feff2e4991586bb/images/dag-runs.png -------------------------------------------------------------------------------- /images/deadlocks.png: 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/ismaildawoodjee/aws-data-pipeline/a904ec320c69abbf1864af919feff2e4991586bb/requirements.txt -------------------------------------------------------------------------------- /source-data/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ismaildawoodjee/aws-data-pipeline/a904ec320c69abbf1864af919feff2e4991586bb/source-data/.gitkeep -------------------------------------------------------------------------------- /source-data/metadata.csv: -------------------------------------------------------------------------------- 1 | Column,Type,Description 2 | TimeReceived,TIMESTAMP,"Random (and fictional) timestamp at which a sample file, malicious or otherwise, is downloaded and scanned" 3 | DownloadSource,TEXT,A description of where the sample file came from 4 | TopLevelDomain,TEXT,Top level domain of the website where the sample file came from 5 | DownloadSpeed,TEXT,Speed recorded when obtaining the sample file 6 | PingTimeToServer,INT,Ping time to the server recorded when accessing the sample 7 | FileSizeBytes,NUMERIC,The size of the sample file 8 | HowManyTimesFileSeen,INT,How many other times this sample file has been seen at other websites (and not downloaded) 9 | ExecutableCodeMaybePresentInHeaders,TEXT,The malware scanner has flagged the file as possibly containing executable code in file headers 10 | CallsToLowLevelSystemLibraries,NUMERIC,"When the file was opened or run, how many times were low-level Windows system libraries accessed" 11 | EvidenceOfCodeObfuscation,TEXT,The malware scanner indicates that the contents of the file may be obfuscated (making code unreadable) 12 | ThreadsStarted,INT,How many threads were started when this file was accessed or launched 13 | MeanWordLengthOfExtractedStrings,NUMERIC,Mean length of text strings extracted from file using Unix 'strings' program 14 | SimilarityScore,NUMERIC,A scoring system used to indicate a score of how similar the file is to other files recognised by the malware scanner 15 | CharactersInUrl,INT,"How long the URL is after the top-level domain part, e.g., .com/index.html is 10 characters" 16 | ActuallyMalicious,TEXT,The correct classification for the file 17 | InitialStatisticalAnalysis,TEXT,Classification results of an initial (and poorly done) statistical analysis 18 | -------------------------------------------------------------------------------- /source-data/sample.csv: -------------------------------------------------------------------------------- 1 | DownloadSource,TopLevelDomain,DownloadSpeed,PingTimeToServer,FileSizeBytes,HowManyTimesFileSeen,ExecutableCodeMaybePresentInHeaders,CallsToLowLevelSystemLibraries,EvidenceOfCodeObfuscation,ThreadsStarted,MeanWordLengthOfExtractedStrings,SimilarityScore,CharactersInUrl,ActuallyMalicious,InitialStatisticalAnalysis 2 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,301,2572377.0,524,NO,206.0,YES,3,4.62,-1.074513175,32,YES,Incorrectly Identified as Clean 3 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,306,10852204.0,469,YES,1118.0,YES,1,5.35,1.203042511,76,NO,Correctly Identified as Clean 4 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,80,3278184.0,674,NO,269.0,YES,2,4.13,-0.451281335,61,NO,Correctly Identified as Clean 5 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,227,3862980.0,426,NO,322.0,YES,3,4.29,0.233754477,84,YES,Incorrectly Identified as Clean 6 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,139,8286101.0,600,NO,790.0,NO,1,5.11,1.869800279,50,NO,Correctly Identified as Clean 7 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,62,12429592.0,679,YES,,YES,1,4.95,-0.143373348,85,YES,Incorrectly Identified as Clean 8 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,180,7286147.0,520,NO,674.0,NO,2,5.3,-1.396576678,73,NO,Correctly Identified as Clean 9 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,71,5367230.0,635,YES,,YES,2,4.17,1.236287658,57,NO,Incorrecty Identified as Malware 10 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,218,10336387.0,633,NO,1048.0,YES,1,4.83,-0.508278819,60,NO,Correctly Identified as Clean 11 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,484,5068685.0,554,NO,439.0,NO,1,4.33,-0.553638789,27,YES,Correctly Identified as Malware 12 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,423,6311331.0,616,YES,567.0,YES,1,4.57,1.335511439,92,NO,Correctly Identified as Clean 13 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,205,13068675.0,620,NO,1439.0,YES,1,4.37,1.549613305,64,NO,Correctly Identified as Clean 14 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,243,5745586.0,485,NO,507.0,NO,1,5.56,0.304804117,102,NO,Correctly Identified as Clean 15 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,344,525064.0,639,NO,39.0,NO,1,5.95,-1.597877695,74,YES,Correctly Identified as Malware 16 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,159,12790793.0,669,NO,1397.0,NO,4,5.32,-0.323955469,72,YES,Correctly Identified as Malware 17 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,47,724791.0,648,YES,55.0,YES,1,4.3,-0.488371944,64,NO,Correctly Identified as Clean 18 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,178,5922824.0,677,YES,526.0,NO,2,4.83,1.670072047,91,NO,Correctly Identified as Clean 19 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,229,1986426.0,635,YES,156.0,YES,1,4.26,0.849938676,64,NO,Correctly Identified as Clean 20 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,677,7498694.0,538,NO,,NO,1,5.44,0.542429411,70,NO,Correctly Identified as Clean 21 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,675,3146607.0,523,NO,,YES,3,5.13,0.825342523,83,YES,Correctly Identified as Malware 22 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,184,6276469.0,641,YES,563.0,NO,3,4.98,1.580207242,68,NO,Correctly Identified as Clean 23 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,124,2548723.0,600,NO,204.0,YES,1,5.54,0.918405746,62,YES,Correctly Identified as Malware 24 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,128,3615461.0,647,NO,299.0,YES,2,4.38,0.251481505,54,NO,Correctly Identified as Clean 25 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,31,12198273.0,510,NO,1309.0,YES,2,4.58,-0.347558679,69,NO,Correctly Identified as Clean 26 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,160,6587121.0,521,NO,597.0,NO,3,5.33,1.142879277,90,NO,Correctly Identified as Clean 27 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,47,12852661.0,608,NO,1406.0,NO,2,5.33,1.214585508,77,NO,Correctly Identified as Clean 28 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,232,12223409.0,664,NO,1312.0,NO,2,4.2,0.89131049,71,YES,Correctly Identified as Malware 29 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,159,2667491.0,477,YES,214.0,YES,1,5.58,-0.370266608,103,NO,Correctly Identified as Clean 30 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,343,14311912.0,642,NO,1636.0,YES,3,4.5,-0.457441928,78,NO,Correctly Identified as Clean 31 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,546,3630953.0,589,NO,301.0,NO,2,5.49,-0.795263436,34,NO,Correctly Identified as Clean 32 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,196,9737305.0,577,NO,970.0,YES,1,4.46,1.39032176,61,NO,Incorrecty Identified as Malware 33 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,195,6503682.0,634,YES,588.0,NO,1,5.32,-0.2867443,54,NO,Correctly Identified as Clean 34 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,327,11849763.0,743,YES,1258.0,NO,2,5.43,0.86819486,85,YES,Correctly Identified as Malware 35 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,31,8948526.0,640,YES,,NO,1,5.14,-0.588104796,78,NO,Correctly Identified as Clean 36 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,104,14940330.0,719,NO,1741.0,NO,2,5.24,-0.568260027,50,YES,Correctly Identified as Malware 37 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,482,14127115.0,387,YES,,NO,2,4.41,1.404227866,71,YES,Correctly Identified as Malware 38 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,252,866526.0,775,YES,66.0,YES,1,5.31,1.274735187,49,YES,Correctly Identified as Malware 39 | Git Repository,.net,100KB/s to 1MB/s,131,2493893.0,591,YES,199.0,NO,1,5.19,0.163786098,65,NO,Incorrecty Identified as Malware 40 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,27,666513.0,582,NO,50.0,NO,1,5.8,0.374810095,64,YES,Correctly Identified as Malware 41 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,107,552673.0,556,YES,41.0,YES,1,5.32,-0.75104332,74,YES,Incorrectly Identified as Clean 42 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,100,30256790.0,462,NO,,NO,1,4.53,-0.69491632,74,NO,Correctly Identified as Clean 43 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,41,17561995.0,728,NO,,YES,2,4.64,0.330106081,62,NO,Correctly Identified as Clean 44 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,408,18834515.0,421,NO,2467.0,NO,2,5.0,0.63241574,69,NO,Correctly Identified as Clean 45 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,414,8915652.0,411,NO,866.0,NO,2,4.39,0.258930371,68,YES,Correctly Identified as Malware 46 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,450,8895812.0,602,YES,864.0,NO,1,5.41,-0.100022012,56,NO,Correctly Identified as Clean 47 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,223,17181930.0,756,NO,2141.0,YES,2,4.75,-0.973238978,54,NO,Incorrecty Identified as Malware 48 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,580,7537489.0,443,YES,703.0,YES,1,4.33,-0.477164093,52,YES,Correctly Identified as Malware 49 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,41,7881893.0,505,YES,743.0,YES,1,5.17,-0.881360698,92,NO,Incorrecty Identified as Malware 50 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,162,5255191.0,606,NO,,NO,1,5.16,0.567333905,73,NO,Correctly Identified as Clean 51 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,210,2989683.0,594,NO,243.0,YES,2,4.18,-0.502955934,63,NO,Incorrecty Identified as Malware 52 | Git Repository,.com,100KB/s to 1MB/s,196,26602123.0,529,YES,4400.0,YES,1,5.29,0.23084205,66,YES,Correctly Identified as Malware 53 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,546,18016368.0,636,NO,2302.0,YES,1,4.45,-1.518871178,96,NO,Incorrecty Identified as Malware 54 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,206,20113190.0,244,NO,2738.0,YES,2,5.23,0.751166128,85,YES,Incorrectly Identified as Clean 55 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,67,7289565.0,429,NO,675.0,YES,1,5.67,-0.72516023,55,YES,Correctly Identified as Malware 56 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,150,8103156.0,599,YES,768.0,NO,1,4.9,-2.164208098,52,NO,Incorrecty Identified as Malware 57 | Git Repository,.com,100KB/s to 1MB/s,229,20969160.0,618,NO,2928.0,YES,3,5.12,0.417329514,65,YES,Correctly Identified as Malware 58 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,115,1412354.0,656,YES,109.0,YES,3,5.55,0.946994526,83,YES,Incorrectly Identified as Clean 59 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,335,9156218.0,677,YES,896.0,NO,2,5.31,0.192579109,77,YES,Incorrectly Identified as Clean 60 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,281,676601.0,575,NO,51.0,YES,1,5.49,-0.829222742,58,YES,Incorrectly Identified as Clean 61 | Git Repository,.net,100KB/s to 1MB/s,143,21223339.0,594,NO,2987.0,YES,1,5.27,0.978261019,71,YES,Correctly Identified as Malware 62 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,223,15813841.0,565,NO,1891.0,NO,2,5.31,-0.942507356,64,NO,Correctly Identified as Clean 63 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,183,14769672.0,523,YES,1712.0,NO,2,5.77,-0.457158511,71,NO,Correctly Identified as Clean 64 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,285,3613924.0,603,YES,299.0,YES,1,4.7,0.346129013,86,NO,Incorrecty Identified as Malware 65 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,360,8885658.0,713,NO,863.0,YES,2,3.97,-0.045701719,48,NO,Correctly Identified as Clean 66 | Git Repository,.net,1MB/s to 10MB/s,185,14017803.0,543,NO,1588.0,NO,2,4.56,0.676287758,57,NO,Correctly Identified as Clean 67 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,229,719672.0,649,NO,54.0,NO,1,6.16,-0.211670598,44,YES,Correctly Identified as Malware 68 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,795,12084765.0,566,NO,1292.0,NO,2,5.15,-0.739369206,92,NO,Correctly Identified as Clean 69 | University Web Pages,.net,100KB/s to 1MB/s,377,10972231.0,624,NO,1134.0,YES,2,4.51,-1.22521119,66,NO,Correctly Identified as Clean 70 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,236,5659945.0,565,YES,499.0,YES,3,4.69,-0.194312983,100,YES,Correctly Identified as Malware 71 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,129,3775376.0,500,YES,314.0,NO,1,5.16,-0.46840065,64,NO,Incorrecty Identified as Malware 72 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,134,6572407.0,658,YES,595.0,YES,2,5.61,-0.339729576,39,YES,Incorrectly Identified as Clean 73 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,814,8907762.0,482,NO,865.0,YES,3,4.87,-1.129498855,48,YES,Correctly Identified as Malware 74 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,164,16859966.0,512,YES,2081.0,NO,3,4.26,-0.125121524,75,YES,Incorrectly Identified as Clean 75 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,325,2907459.0,571,YES,236.0,NO,1,5.5,-1.283606329,82,NO,Correctly Identified as Clean 76 | Git Repository,.net,100KB/s to 1MB/s,52,16633489.0,744,YES,2039.0,YES,2,4.39,-0.095176207,69,NO,Correctly Identified as Clean 77 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,249,3322456.0,589,YES,273.0,NO,1,4.48,-0.006813567,86,YES,Incorrectly Identified as Clean 78 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,241,21239617.0,682,YES,2990.0,YES,2,4.3,0.038586368,44,NO,Correctly Identified as Clean 79 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,230,4086539.0,488,YES,343.0,YES,2,4.62,1.229684376,81,YES,Correctly Identified as Malware 80 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,407,650976.0,681,NO,49.0,YES,2,4.7,-1.658174153,79,NO,Incorrecty Identified as Malware 81 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,87,18946505.0,608,NO,2490.0,NO,3,5.03,-0.197865959,81,NO,Correctly Identified as Clean 82 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,88,12566349.0,677,YES,1363.0,NO,1,5.09,1.500779275,62,NO,Correctly Identified as Clean 83 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,365,11000211.0,592,YES,1138.0,YES,2,4.86,-1.311388144,64,YES,Correctly Identified as Malware 84 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,754,3026073.0,604,NO,,YES,1,5.72,0.280349507,86,YES,Incorrectly Identified as Clean 85 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,225,12836321.0,456,NO,1404.0,YES,1,5.08,-1.017633098,58,YES,Correctly Identified as Malware 86 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,107,17774244.0,708,YES,2255.0,NO,2,3.97,-0.876896053,61,YES,Correctly Identified as Malware 87 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,519,21206299.0,653,NO,2983.0,YES,2,4.88,1.24115468,54,NO,Correctly Identified as Clean 88 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,330,17247410.0,698,NO,2154.0,NO,1,4.84,0.096244036,83,NO,Correctly Identified as Clean 89 | Git Repository,.net,100KB/s to 1MB/s,216,12501743.0,688,YES,1353.0,NO,3,4.71,-1.043602689,82,NO,Correctly Identified as Clean 90 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,90,17612590.0,544,NO,2224.0,NO,1,4.45,-0.118735427,55,NO,Correctly Identified as Clean 91 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,195,3148614.0,673,YES,257.0,NO,2,5.47,0.215438628,62,NO,Correctly Identified as Clean 92 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,196,9735887.0,555,NO,970.0,YES,2,5.65,1.328316365,49,NO,Correctly Identified as Clean 93 | Well Known Software Download Websites,.net.au,100KB/s to 1MB/s,163,28097261.0,894,YES,4861.0,YES,2,3.98,-1.394858933,55,NO,Correctly Identified as Clean 94 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,92,12330133.0,679,NO,,NO,2,5.82,-0.47025849,85,YES,Correctly Identified as Malware 95 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,57,27824847.0,686,NO,4775.0,YES,1,5.19,-0.878736539,91,YES,Incorrectly Identified as Clean 96 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,33,12859376.0,722,YES,1407.0,NO,3,5.41,0.197012584,45,YES,Correctly Identified as Malware 97 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,153,4559737.0,665,NO,389.0,YES,2,4.55,1.75276432,73,NO,Correctly Identified as Clean 98 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,39,6618165.0,601,NO,600.0,YES,3,5.44,0.522308951,46,YES,Correctly Identified as Malware 99 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,101,4577974.0,741,NO,390.0,NO,3,5.17,0.313600396,59,NO,Correctly Identified as Clean 100 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,162,21004044.0,400,NO,2936.0,NO,2,4.01,-1.520422215,68,YES,Incorrectly Identified as Clean 101 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,158,2570523.0,519,NO,,YES,2,5.25,-1.229112412,71,YES,Correctly Identified as Malware 102 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,416,2787478.0,464,YES,225.0,NO,2,4.55,1.134716776,75,YES,Correctly Identified as Malware 103 | Wordpress Powered Web Site,.org,1MB/s to 10MB/s,375,6453943.0,724,NO,582.0,NO,2,5.14,-0.288116691,68,NO,Correctly Identified as Clean 104 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,286,13050230.0,748,NO,1436.0,NO,2,5.25,0.013748785,60,YES,Incorrectly Identified as Clean 105 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,238,23819247.0,493,YES,3624.0,NO,3,4.68,0.4519785,54,NO,Correctly Identified as Clean 106 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,229,4719769.0,647,NO,404.0,YES,2,4.34,-0.19559761,79,NO,Correctly Identified as Clean 107 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,103,2878572.0,644,NO,233.0,YES,3,5.63,-0.177842381,77,YES,Incorrectly Identified as Clean 108 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,502,3523320.0,628,NO,291.0,YES,1,4.87,-0.975617514,63,NO,Correctly Identified as Clean 109 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,194,2066342.0,392,NO,163.0,YES,1,4.44,-0.377103448,64,YES,Correctly Identified as Malware 110 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,128,8016283.0,517,YES,758.0,YES,1,5.37,-0.445870016,60,NO,Correctly Identified as Clean 111 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,109,1895311.0,630,YES,149.0,NO,2,5.17,0.585069896,75,NO,Incorrecty Identified as Malware 112 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,437,1134194.0,611,YES,87.0,YES,1,4.53,0.840743113,77,NO,Correctly Identified as Clean 113 | Exposed Corporate Intranet Pages,.net,100KB/s to 1MB/s,387,16909026.0,537,NO,2090.0,YES,2,5.19,-0.001378453,57,NO,Correctly Identified as Clean 114 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,266,2900144.0,483,YES,235.0,YES,2,5.23,0.420852422,64,YES,Incorrectly Identified as Clean 115 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,207,5509254.0,665,NO,483.0,YES,1,4.4,-1.204133129,88,NO,Correctly Identified as Clean 116 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,572,2107252.0,600,NO,167.0,NO,1,5.61,-0.33723864,88,NO,Correctly Identified as Clean 117 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,219,3707738.0,622,NO,308.0,YES,1,5.34,0.098491124,73,NO,Correctly Identified as Clean 118 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,114,1290878.0,458,NO,99.0,YES,2,4.7,-1.548871437,82,YES,Incorrectly Identified as Clean 119 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,600,3981742.0,528,NO,333.0,YES,3,5.43,0.063651728,65,YES,Incorrectly Identified as Clean 120 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,313,7424861.0,559,NO,690.0,NO,2,5.1,-0.002745692,55,NO,Correctly Identified as Clean 121 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,83,2089631.0,617,NO,165.0,YES,1,4.52,-2.422834023,98,YES,Correctly Identified as Malware 122 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,114,6028939.0,579,NO,537.0,NO,1,5.38,-0.121719134,50,NO,Correctly Identified as Clean 123 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,217,9622300.0,581,NO,955.0,NO,2,5.19,-0.765059199,85,NO,Correctly Identified as Clean 124 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,216,20417009.0,501,NO,2804.0,NO,1,5.84,1.935462032,63,NO,Correctly Identified as Clean 125 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,599,13544688.0,647,YES,1513.0,YES,1,4.71,0.127456343,77,YES,Incorrectly Identified as Clean 126 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,71,2576243.0,683,NO,207.0,NO,1,5.58,0.203460445,48,YES,Incorrectly Identified as Clean 127 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,308,9640809.0,678,NO,958.0,YES,1,3.84,-0.690663605,54,NO,Incorrecty Identified as Malware 128 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,105,1448129.0,729,NO,112.0,YES,3,4.33,0.777471707,45,NO,Incorrecty Identified as Malware 129 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,390,9171713.0,703,YES,898.0,NO,2,5.49,-0.065368715,61,YES,Correctly Identified as Malware 130 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,521,1187312.0,598,NO,91.0,YES,2,5.38,-1.665052844,86,YES,Correctly Identified as Malware 131 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,406,294711.0,505,NO,22.0,YES,1,4.59,0.865484315,61,YES,Incorrectly Identified as Clean 132 | Git Repository,.com,100KB/s to 1MB/s,224,9704468.0,629,NO,966.0,YES,2,4.45,-0.21188097,70,NO,Correctly Identified as Clean 133 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,193,1153897.0,661,YES,88.0,YES,1,4.19,0.7020772,79,NO,Incorrecty Identified as Malware 134 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,359,1182309.0,359,NO,,YES,1,4.61,-0.395566672,57,YES,Correctly Identified as Malware 135 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,192,2650424.0,602,NO,213.0,NO,2,4.62,-0.010318479,70,YES,Correctly Identified as Malware 136 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,54,6108484.0,694,NO,545.0,NO,2,5.72,0.526641301,71,YES,Correctly Identified as Malware 137 | University Web Pages,.gov,100KB/s to 1MB/s,108,5549934.0,654,NO,487.0,YES,1,5.08,1.148569983,46,YES,Incorrectly Identified as Clean 138 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,319,5558175.0,655,NO,488.0,NO,1,5.64,0.242584569,58,YES,Correctly Identified as Malware 139 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,352,2642602.0,419,NO,212.0,NO,1,4.74,2.215863932,77,YES,Incorrectly Identified as Clean 140 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,279,5245054.0,548,NO,456.0,NO,3,5.5,0.355647948,57,NO,Correctly Identified as Clean 141 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,324,3317492.0,580,NO,272.0,YES,2,5.57,0.421551044,80,YES,Incorrectly Identified as Clean 142 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,275,11540883.0,707,YES,1214.0,NO,1,4.76,-0.027446944,53,NO,Correctly Identified as Clean 143 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,268,3870715.0,558,YES,323.0,YES,2,5.47,-1.276198713,57,YES,Correctly Identified as Malware 144 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,611,15941198.0,503,YES,1914.0,YES,3,5.14,-1.080933368,76,YES,Correctly Identified as Malware 145 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,47,10103045.0,707,NO,1018.0,NO,2,5.53,-1.388349577,70,YES,Correctly Identified as Malware 146 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,318,10081728.0,741,NO,,NO,2,5.48,-1.906286811,75,YES,Correctly Identified as Malware 147 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,435,6847800.0,442,YES,625.0,YES,3,4.86,0.102317269,80,YES,Correctly Identified as Malware 148 | University Web Pages,.gov,1MB/s to 10MB/s,207,7591713.0,570,NO,709.0,YES,2,4.78,0.220481583,51,YES,Incorrectly Identified as Clean 149 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,691,541456.0,583,YES,40.0,NO,2,4.61,1.657387882,76,YES,Correctly Identified as Malware 150 | Linked Directly to Google Search Result,.org,1MB/s to 10MB/s,435,2584291.0,695,YES,207.0,NO,2,5.28,-0.605856353,56,NO,Incorrecty Identified as Malware 151 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,926,3667709.0,523,NO,304.0,YES,1,4.76,1.035733917,76,NO,Correctly Identified as Clean 152 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,493,13443317.0,431,NO,1497.0,YES,1,5.08,-1.625063724,67,YES,Correctly Identified as Malware 153 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,84,7683474.0,484,NO,719.0,NO,1,4.42,0.82296839,83,YES,Correctly Identified as Malware 154 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,347,4061264.0,433,YES,341.0,NO,1,5.49,0.061266132,62,NO,Correctly Identified as Clean 155 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,331,683772.0,558,YES,51.0,NO,2,5.16,1.206489152,66,NO,Correctly Identified as Clean 156 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,370,4210882.0,493,NO,355.0,NO,2,4.89,0.438660216,47,NO,Correctly Identified as Clean 157 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,199,4499369.0,519,YES,383.0,NO,2,5.42,0.798076248,51,YES,Correctly Identified as Malware 158 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,150,10300155.0,670,NO,1044.0,NO,2,4.95,0.773236991,82,NO,Correctly Identified as Clean 159 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,441,8608190.0,527,YES,,YES,1,5.35,1.262321947,45,NO,Incorrecty Identified as Malware 160 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,336,13965752.0,558,NO,1580.0,YES,2,4.87,-0.672045315,42,NO,Correctly Identified as Clean 161 | Well Known Software Download Websites,.org,100KB/s to 1MB/s,320,10743531.0,649,NO,1103.0,NO,1,5.17,-0.919459413,85,NO,Correctly Identified as Clean 162 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,69,18785794.0,633,YES,2457.0,YES,1,4.94,-1.704409059,67,YES,Correctly Identified as Malware 163 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,457,7929658.0,417,YES,748.0,YES,2,4.28,-0.909970148,86,YES,Incorrectly Identified as Clean 164 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,38,15042930.0,634,NO,1758.0,YES,1,5.17,1.129810934,66,YES,Incorrectly Identified as Clean 165 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,118,15346082.0,695,YES,1810.0,YES,2,3.9,-1.187979122,64,NO,Correctly Identified as Clean 166 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,237,3967297.0,632,NO,332.0,YES,1,5.21,0.807011013,59,YES,Incorrectly Identified as Clean 167 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,470,17755528.0,561,YES,2251.0,YES,2,4.99,0.290477856,76,NO,Correctly Identified as Clean 168 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,487,10906559.0,466,NO,1125.0,YES,3,5.51,-0.605962886,65,YES,Correctly Identified as Malware 169 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,294,9973608.0,540,YES,1001.0,NO,3,4.18,-0.009815893,90,YES,Incorrectly Identified as Clean 170 | Linked Directly to Google Search Result,.net.au,100KB/s to 1MB/s,47,18131637.0,672,YES,2325.0,YES,1,4.13,-0.96078607,63,NO,Correctly Identified as Clean 171 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,85,9260172.0,546,YES,909.0,NO,2,5.17,-0.070182718,63,NO,Correctly Identified as Clean 172 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,152,2552964.0,564,NO,,YES,2,5.29,-0.429455847,45,YES,Incorrectly Identified as Clean 173 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,75,15563926.0,656,NO,,YES,1,4.67,-0.354241527,75,NO,Correctly Identified as Clean 174 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,261,4249411.0,534,YES,359.0,YES,2,5.77,-1.333281836,82,YES,Correctly Identified as Malware 175 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,115,4786439.0,802,NO,411.0,NO,2,5.44,1.829306208,61,YES,Correctly Identified as Malware 176 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,231,9763354.0,604,NO,973.0,YES,2,4.58,-0.066215397,88,NO,Correctly Identified as Clean 177 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,263,20276436.0,687,YES,2773.0,YES,3,4.13,1.031476128,49,NO,Incorrecty Identified as Malware 178 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,161,9272994.0,626,NO,911.0,NO,2,5.05,0.288188753,82,NO,Correctly Identified as Clean 179 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,240,6452483.0,542,NO,,NO,2,4.68,0.028444711,77,NO,Correctly Identified as Clean 180 | Git Repository,.com,100KB/s to 1MB/s,327,2869845.0,618,NO,232.0,NO,2,5.26,-0.540460428,80,NO,Incorrecty Identified as Malware 181 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,363,8682026.0,440,YES,,YES,1,4.6,-0.027252018,76,YES,Correctly Identified as Malware 182 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,145,2880462.0,479,YES,233.0,YES,1,5.17,1.428731107,78,YES,Incorrectly Identified as Clean 183 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,321,1267919.0,628,NO,97.0,NO,2,5.6,0.232060749,74,NO,Correctly Identified as Clean 184 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,32,2674888.0,665,NO,215.0,YES,3,4.3,-0.932134852,65,NO,Correctly Identified as Clean 185 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,128,9524652.0,385,YES,943.0,YES,1,4.85,0.135254822,71,YES,Incorrectly Identified as Clean 186 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,415,5011790.0,628,YES,,YES,1,4.74,1.163915822,90,YES,Incorrectly Identified as Clean 187 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,154,10184832.0,610,NO,1028.0,YES,1,5.15,-0.146366403,72,NO,Correctly Identified as Clean 188 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,50,3838026.0,634,YES,320.0,NO,2,5.72,-0.173965655,65,NO,Correctly Identified as Clean 189 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,145,1606548.0,643,NO,125.0,YES,3,5.14,1.509873571,86,YES,Correctly Identified as Malware 190 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,132,11340423.0,631,NO,1186.0,NO,2,5.47,0.078891756,60,YES,Incorrectly Identified as Clean 191 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,802,6796393.0,607,YES,620.0,NO,2,5.27,1.017884659,52,NO,Correctly Identified as Clean 192 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,293,7990287.0,418,NO,755.0,NO,2,5.02,-0.009977689,76,NO,Correctly Identified as Clean 193 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,352,8582725.0,407,NO,826.0,YES,3,4.67,-1.587599059,53,YES,Correctly Identified as Malware 194 | University Web Pages,.net,100KB/s to 1MB/s,177,850613.0,694,NO,64.0,NO,3,5.68,-0.121611017,72,YES,Incorrectly Identified as Clean 195 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,127,5153241.0,759,NO,447.0,NO,1,5.3,1.126368941,48,NO,Correctly Identified as Clean 196 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,260,14971083.0,660,NO,1746.0,YES,1,4.96,0.677729699,76,YES,Incorrectly Identified as Clean 197 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,262,7744765.0,641,NO,727.0,NO,1,5.34,1.299636669,76,NO,Incorrecty Identified as Malware 198 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,47,5656249.0,578,YES,498.0,NO,2,5.18,1.177269838,74,NO,Correctly Identified as Clean 199 | Linked Directly to Google Search Result,.org,1MB/s to 10MB/s,309,8729685.0,614,NO,844.0,YES,2,4.73,-1.282319912,74,YES,Incorrectly Identified as Clean 200 | Exposed Corporate Intranet Pages,.net,1MB/s to 10MB/s,239,4023196.0,676,YES,337.0,YES,2,4.26,-0.462396863,71,NO,Correctly Identified as Clean 201 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,220,37157784.0,944,NO,8441.0,YES,2,3.3,0.65346389,66,NO,Correctly Identified as Clean 202 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,676,6132800.0,570,YES,548.0,YES,1,5.65,-0.844963765,75,YES,Incorrectly Identified as Clean 203 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,74,2037190.0,636,NO,161.0,NO,1,5.14,0.885967931,46,NO,Correctly Identified as Clean 204 | Linked to Web Search Advertisment,.com,100KB/s to 1MB/s,419,151089.0,65535,NO,11.0,NO,1,5.74,0.672486927,40,YES,Incorrectly Identified as Clean 205 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,252,20575721.0,586,NO,,YES,2,4.2,-0.613842834,66,NO,Correctly Identified as Clean 206 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,321,22414104.0,714,NO,,YES,2,4.76,3.238701865,68,NO,Correctly Identified as Clean 207 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,765,803942.0,582,YES,61.0,YES,2,5.38,-0.052387546,49,YES,Correctly Identified as Malware 208 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,273,5240991.0,581,YES,456.0,NO,1,5.6,-0.678933004,73,NO,Correctly Identified as Clean 209 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,505,9490714.0,398,NO,,YES,2,4.95,-0.256841389,83,YES,Correctly Identified as Malware 210 | Wordpress Powered Web Site,.net.au,100KB/s to 1MB/s,125,912485.0,543,YES,69.0,YES,1,5.04,1.347248223,67,NO,Correctly Identified as Clean 211 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,465,2499513.0,346,YES,200.0,NO,2,4.73,0.762598749,72,YES,Correctly Identified as Malware 212 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,391,10836361.0,571,NO,1116.0,NO,2,4.25,-0.663090332,68,YES,Correctly Identified as Malware 213 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,61,4642334.0,558,NO,397.0,NO,1,5.1,-1.092235273,95,NO,Correctly Identified as Clean 214 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,85,681467.0,671,NO,51.0,YES,2,4.51,0.155443898,64,YES,Incorrectly Identified as Clean 215 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,242,4447244.0,559,YES,378.0,YES,2,5.91,0.965784952,73,YES,Correctly Identified as Malware 216 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,43,7525853.0,680,YES,701.0,NO,2,5.61,-0.4355779,45,YES,Correctly Identified as Malware 217 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,91,4543985.0,630,NO,387.0,YES,2,5.35,-0.99756807,85,YES,Correctly Identified as Malware 218 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,300,11440498.0,530,YES,1200.0,NO,3,4.18,0.964890074,84,YES,Correctly Identified as Malware 219 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,615,6731564.0,503,NO,613.0,YES,1,4.75,-0.638674829,74,YES,Correctly Identified as Malware 220 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,151,3781432.0,602,NO,315.0,YES,2,4.95,0.792606699,77,NO,Correctly Identified as Clean 221 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,52,12741511.0,607,YES,1389.0,YES,2,4.88,-0.646892112,71,YES,Correctly Identified as Malware 222 | Git Repository,.net,100KB/s to 1MB/s,288,30678644.0,437,NO,5736.0,NO,1,5.02,0.173973277,64,NO,Correctly Identified as Clean 223 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,54,11306296.0,538,YES,1181.0,NO,2,4.32,-0.402063484,65,YES,Correctly Identified as Malware 224 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,179,13000506.0,445,YES,1429.0,NO,2,4.32,0.843440777,82,YES,Incorrectly Identified as Clean 225 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,378,8930139.0,767,NO,868.0,NO,4,5.11,-0.745546064,51,YES,Incorrectly Identified as Clean 226 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,914,5720650.0,590,YES,505.0,YES,2,5.15,-0.233019329,65,YES,Correctly Identified as Malware 227 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,88,334539.0,635,NO,25.0,NO,1,5.63,-0.533310404,78,YES,Correctly Identified as Malware 228 | University Web Pages,.gov,100KB/s to 1MB/s,177,11977339.0,546,NO,1276.0,NO,1,4.44,-0.762386162,75,NO,Correctly Identified as Clean 229 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,387,2510323.0,585,NO,201.0,NO,2,5.27,1.104595688,70,NO,Correctly Identified as Clean 230 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,52,10563076.0,661,NO,1079.0,YES,1,4.67,-0.78116308,68,NO,Correctly Identified as Clean 231 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,396,22900012.0,258,NO,3389.0,NO,1,4.11,0.56014153,86,YES,Correctly Identified as Malware 232 | University Web Pages,.net,100KB/s to 1MB/s,211,6064194.0,508,YES,541.0,NO,2,5.17,-0.61663578,69,NO,Correctly Identified as Clean 233 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,562,2837977.0,541,NO,229.0,YES,2,4.3,1.696379868,52,YES,Correctly Identified as Malware 234 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,132,5399886.0,629,YES,472.0,YES,1,4.12,0.561516446,62,NO,Incorrecty Identified as Malware 235 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,616,3128019.0,612,YES,255.0,NO,2,5.46,0.096213292,66,NO,Correctly Identified as Clean 236 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,261,6521456.0,656,YES,590.0,YES,1,5.48,1.183576409,52,YES,Correctly Identified as Malware 237 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,179,3563235.0,597,NO,295.0,YES,1,4.55,1.146946746,78,YES,Correctly Identified as Malware 238 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,153,18093482.0,376,NO,,NO,2,3.93,-0.552122273,90,YES,Correctly Identified as Malware 239 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,334,9516955.0,65535,YES,942.0,YES,1,4.79,1.321152875,87,YES,Correctly Identified as Malware 240 | Well Known Software Download Websites,.org,100KB/s to 1MB/s,348,4320067.0,593,NO,365.0,YES,2,4.46,-1.702562622,89,NO,Correctly Identified as Clean 241 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,105,882858.0,550,NO,67.0,YES,2,4.97,0.685133856,54,NO,Correctly Identified as Clean 242 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,42,6230556.0,643,YES,558.0,YES,2,4.39,0.386372216,81,NO,Correctly Identified as Clean 243 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,220,11934827.0,601,YES,1270.0,NO,3,4.99,0.24568743,58,NO,Correctly Identified as Clean 244 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,426,10517189.0,495,YES,1073.0,YES,3,5.32,-1.281504459,70,YES,Correctly Identified as Malware 245 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,301,9399207.0,672,NO,927.0,YES,1,4.09,-0.227060305,78,NO,Correctly Identified as Clean 246 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,109,785082.0,532,YES,59.0,YES,1,5.31,0.369721292,87,YES,Incorrectly Identified as Clean 247 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,327,31867648.0,835,YES,6175.0,YES,1,4.25,-1.358169518,100,NO,Correctly Identified as Clean 248 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,39,3989127.0,528,YES,334.0,YES,1,4.78,-0.69259559,70,NO,Correctly Identified as Clean 249 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,556,11670227.0,631,YES,1232.0,NO,1,4.97,-0.888686666,93,NO,Correctly Identified as Clean 250 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,53,8223141.0,511,YES,783.0,YES,2,5.75,-1.03112484,34,YES,Correctly Identified as Malware 251 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,578,11307616.0,533,YES,1181.0,NO,2,5.3,-0.159321526,74,NO,Correctly Identified as Clean 252 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,202,7307875.0,629,YES,677.0,NO,1,4.53,-0.00674269,53,YES,Correctly Identified as Malware 253 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,139,3832241.0,629,NO,319.0,YES,1,4.32,-0.220470089,61,YES,Correctly Identified as Malware 254 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,185,8962049.0,665,NO,872.0,NO,2,5.36,-2.532541234,71,YES,Correctly Identified as Malware 255 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,739,14961456.0,484,NO,1744.0,NO,2,4.58,-0.082589666,54,NO,Correctly Identified as Clean 256 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,505,4440691.0,546,YES,377.0,YES,1,5.69,2.236226133,48,YES,Correctly Identified as Malware 257 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,274,16993367.0,462,YES,,YES,2,5.69,-1.1609145,70,YES,Incorrectly Identified as Clean 258 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,371,17139259.0,641,YES,2133.0,NO,2,5.55,-1.675502914,68,NO,Correctly Identified as Clean 259 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,229,3954366.0,603,NO,331.0,YES,1,5.34,2.121496589,60,YES,Correctly Identified as Malware 260 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,170,9583235.0,551,YES,950.0,YES,2,5.67,0.846376755,67,NO,Correctly Identified as Clean 261 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,161,17223513.0,486,NO,2149.0,YES,1,6.03,-0.863725671,80,YES,Incorrectly Identified as Clean 262 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,376,19648467.0,556,YES,2637.0,NO,2,4.22,0.876398041,45,YES,Correctly Identified as Malware 263 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,266,481040.0,562,YES,36.0,YES,2,4.76,-1.013381514,71,NO,Correctly Identified as Clean 264 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,403,11320564.0,697,NO,1183.0,YES,1,4.58,-1.158711211,69,NO,Correctly Identified as Clean 265 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,506,6469616.0,572,NO,,YES,2,5.37,0.208459089,61,YES,Correctly Identified as Malware 266 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,97,2673193.0,581,YES,215.0,NO,2,5.35,-0.115504607,81,NO,Correctly Identified as Clean 267 | Linked to Web Search Advertisment,.gov,1MB/s to 10MB/s,59,4155494.0,616,YES,,YES,2,4.97,-0.464146025,72,NO,Correctly Identified as Clean 268 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,257,7792002.0,430,YES,732.0,YES,3,4.78,-1.372688025,52,YES,Correctly Identified as Malware 269 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,130,10932513.0,635,NO,1129.0,NO,2,5.24,0.838173705,54,YES,Incorrectly Identified as Clean 270 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,489,15965026.0,674,YES,1918.0,YES,2,4.21,2.255981774,59,NO,Correctly Identified as Clean 271 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,150,15135553.0,567,NO,1774.0,YES,1,4.98,-0.020141361,68,YES,Incorrectly Identified as Clean 272 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,170,903556.0,785,NO,69.0,NO,2,5.25,-0.897173998,69,NO,Incorrecty Identified as Malware 273 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,138,5892136.0,615,NO,523.0,NO,2,5.31,-0.374242811,68,NO,Correctly Identified as Clean 274 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,123,3817143.0,368,NO,318.0,YES,2,5.26,1.389019381,65,YES,Incorrectly Identified as Clean 275 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,439,696947.0,625,NO,52.0,YES,2,5.29,-0.219739257,54,YES,Incorrectly Identified as Clean 276 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,391,3708119.0,683,YES,308.0,NO,2,4.78,-0.048630497,83,YES,Correctly Identified as Malware 277 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,124,4746606.0,586,YES,407.0,NO,2,5.47,0.560407042,59,NO,Correctly Identified as Clean 278 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,344,19224496.0,488,NO,,NO,1,4.01,-0.387280959,90,YES,Incorrectly Identified as Clean 279 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,272,6711730.0,601,YES,610.0,NO,2,5.43,0.708372417,61,NO,Correctly Identified as Clean 280 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,231,3258919.0,643,NO,267.0,NO,1,5.45,1.17951084,89,YES,Correctly Identified as Malware 281 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,84,225331.0,617,NO,16.0,NO,1,5.33,1.424469516,81,NO,Correctly Identified as Clean 282 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,472,11867640.0,462,NO,1261.0,YES,2,4.86,0.400336981,63,NO,Correctly Identified as Clean 283 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,227,5987690.0,573,NO,533.0,YES,2,4.81,0.094226037,76,NO,Correctly Identified as Clean 284 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,73,19082349.0,468,YES,2518.0,NO,1,4.95,-1.673632258,47,NO,Correctly Identified as Clean 285 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,854,13953943.0,637,YES,1578.0,NO,1,5.2,1.879891415,44,YES,Correctly Identified as Malware 286 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,287,7060884.0,585,YES,649.0,YES,1,4.65,-1.888277124,63,YES,Incorrectly Identified as Clean 287 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,81,10951665.0,667,NO,1132.0,NO,1,5.57,0.137124096,68,NO,Correctly Identified as Clean 288 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,225,19921613.0,710,NO,2696.0,NO,1,4.65,-2.319717593,99,NO,Correctly Identified as Clean 289 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,31,10494429.0,424,YES,1070.0,YES,2,4.14,-0.497671543,75,YES,Incorrectly Identified as Clean 290 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,94,11278357.0,631,NO,1177.0,YES,1,4.85,0.130398008,91,YES,Correctly Identified as Malware 291 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,330,3069607.0,447,YES,250.0,YES,2,5.44,-0.456851644,78,YES,Correctly Identified as Malware 292 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,59,683985.0,576,YES,51.0,NO,2,5.14,-0.894427924,78,NO,Correctly Identified as Clean 293 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,204,649090.0,638,NO,49.0,YES,2,5.3,0.093294865,70,YES,Incorrectly Identified as Clean 294 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,364,2832626.0,488,YES,229.0,NO,1,5.41,0.896640611,80,NO,Correctly Identified as Clean 295 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,576,8434204.0,592,YES,808.0,NO,2,5.19,0.216938891,66,NO,Correctly Identified as Clean 296 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,199,1324981.0,597,YES,102.0,YES,2,4.89,-0.149014881,70,NO,Incorrecty Identified as Malware 297 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,216,8864733.0,685,YES,860.0,NO,1,5.46,0.613827222,84,YES,Incorrectly Identified as Clean 298 | Linked Directly to Google Search Result,.net,Greater than 10MB/s,580,14607369.0,496,YES,1685.0,NO,2,5.64,-0.529628169,59,NO,Correctly Identified as Clean 299 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,107,12105418.0,510,YES,1295.0,YES,2,5.35,-0.402175781,55,YES,Correctly Identified as Malware 300 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,396,5939358.0,494,YES,528.0,NO,2,4.62,3.584338793,52,YES,Incorrectly Identified as Clean 301 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,187,833901.0,448,YES,63.0,YES,1,5.25,0.156328188,65,NO,Correctly Identified as Clean 302 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,384,865677.0,631,NO,66.0,YES,2,4.64,-1.27791786,75,NO,Correctly Identified as Clean 303 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,442,10352576.0,530,YES,1051.0,YES,3,4.59,2.778573329,64,NO,Correctly Identified as Clean 304 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,152,10577364.0,703,YES,1081.0,NO,2,5.31,1.339461267,61,YES,Correctly Identified as Malware 305 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,191,14308478.0,632,NO,1636.0,NO,1,4.93,-1.568928282,65,NO,Incorrecty Identified as Malware 306 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,428,15303498.0,494,YES,,NO,2,4.12,0.440960236,71,YES,Correctly Identified as Malware 307 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,566,4019661.0,562,YES,337.0,NO,2,4.7,0.629692976,68,YES,Incorrectly Identified as Clean 308 | Git Repository,.gov,100KB/s to 1MB/s,547,8250112.0,572,YES,786.0,NO,1,5.12,0.495194452,60,NO,Incorrecty Identified as Malware 309 | University Web Pages,.net,1MB/s to 10MB/s,243,10970784.0,449,YES,1134.0,NO,2,4.25,-0.829371539,34,YES,Incorrectly Identified as Clean 310 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,110,3988354.0,657,YES,334.0,YES,2,5.45,0.183501683,76,YES,Correctly Identified as Malware 311 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,213,3132028.0,525,NO,255.0,YES,1,5.59,1.555825036,38,YES,Incorrectly Identified as Clean 312 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,240,8436859.0,500,NO,808.0,YES,2,5.3,-0.085813774,95,YES,Correctly Identified as Malware 313 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,131,4335998.0,645,YES,367.0,NO,2,5.05,-0.722944071,73,NO,Correctly Identified as Clean 314 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,29,1102435.0,568,NO,,YES,2,5.3,1.268515751,70,NO,Correctly Identified as Clean 315 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,182,693365.0,589,YES,,YES,2,4.53,-0.546993001,79,YES,Correctly Identified as Malware 316 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,33,9242557.0,532,NO,907.0,NO,1,4.57,0.627445544,73,YES,Incorrectly Identified as Clean 317 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,82,328641.0,636,NO,24.0,NO,2,4.56,1.108076485,45,YES,Correctly Identified as Malware 318 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,288,12135828.0,546,YES,1299.0,NO,2,4.74,-1.344202877,65,NO,Correctly Identified as Clean 319 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,117,3405735.0,674,NO,280.0,NO,1,5.08,-0.80491118,52,NO,Correctly Identified as Clean 320 | University Web Pages,.gov,100KB/s to 1MB/s,382,10304238.0,647,NO,,NO,2,5.07,-2.108124923,92,NO,Correctly Identified as Clean 321 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,236,4555834.0,505,NO,388.0,YES,2,4.7,1.195371921,51,YES,Correctly Identified as Malware 322 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,178,2079739.0,705,YES,164.0,NO,1,5.7,-0.087394371,81,YES,Correctly Identified as Malware 323 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,83,18761042.0,543,YES,2452.0,YES,1,4.9,-0.857000305,68,NO,Correctly Identified as Clean 324 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,889,10405323.0,569,NO,1058.0,NO,2,5.19,-0.477940744,77,NO,Correctly Identified as Clean 325 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,101,5167491.0,512,YES,448.0,NO,2,4.98,-0.335842211,65,NO,Incorrecty Identified as Malware 326 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,393,6786265.0,607,YES,619.0,NO,3,5.16,-0.935789231,81,NO,Correctly Identified as Clean 327 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,299,4112333.0,607,NO,346.0,NO,1,4.56,-1.853279071,39,YES,Correctly Identified as Malware 328 | University Web Pages,.com,1MB/s to 10MB/s,610,8476838.0,670,NO,813.0,NO,1,4.74,-0.309559197,65,NO,Correctly Identified as Clean 329 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,98,9591581.0,490,NO,951.0,NO,2,4.38,-0.811283463,62,YES,Correctly Identified as Malware 330 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,240,771806.0,532,NO,58.0,YES,2,4.9,-1.766305263,72,NO,Correctly Identified as Clean 331 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,82,4153701.0,702,YES,350.0,NO,2,5.77,-0.486682992,56,YES,Correctly Identified as Malware 332 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,202,2878143.0,511,YES,233.0,YES,1,5.28,0.176128109,80,NO,Correctly Identified as Clean 333 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,40,5330292.0,743,NO,465.0,NO,2,5.79,-0.163134315,72,YES,Correctly Identified as Malware 334 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,708,21370820.0,601,NO,3021.0,YES,1,4.99,0.438759891,75,YES,Correctly Identified as Malware 335 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,424,427943.0,642,YES,32.0,YES,2,4.67,-0.522618277,59,NO,Correctly Identified as Clean 336 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,178,17622365.0,622,NO,2225.0,NO,1,5.4,-1.243258237,83,NO,Correctly Identified as Clean 337 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,623,21041742.0,396,NO,,YES,1,5.27,-1.280153858,43,YES,Correctly Identified as Malware 338 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,709,6556678.0,658,NO,593.0,YES,1,4.14,-0.892495674,54,NO,Correctly Identified as Clean 339 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,366,9380331.0,586,YES,924.0,YES,1,4.83,0.722208289,63,YES,Correctly Identified as Malware 340 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,118,12346941.0,578,NO,1331.0,YES,2,5.07,-0.694409027,81,YES,Correctly Identified as Malware 341 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,35,25124484.0,543,NO,3975.0,YES,1,5.22,1.381482029,60,YES,Correctly Identified as Malware 342 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,416,26987431.0,654,NO,4516.0,YES,2,4.63,-1.328305818,83,NO,Correctly Identified as Clean 343 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,173,6198260.0,639,NO,555.0,NO,1,5.57,-1.754476276,76,YES,Incorrectly Identified as Clean 344 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,323,1641755.0,540,YES,128.0,YES,3,5.14,0.680257602,63,YES,Correctly Identified as Malware 345 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,43,4254357.0,550,NO,359.0,NO,1,5.04,-0.240637039,75,NO,Correctly Identified as Clean 346 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,582,16856309.0,693,NO,2080.0,YES,1,4.46,1.80964387,53,NO,Incorrecty Identified as Malware 347 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,629,4851507.0,675,NO,417.0,YES,2,4.54,-0.258974743,83,NO,Correctly Identified as Clean 348 | Wordpress Powered Web Site,.gov,Greater than 10MB/s,68,4780838.0,630,NO,410.0,YES,3,4.28,-0.504126344,65,NO,Correctly Identified as Clean 349 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,149,3213277.0,617,YES,263.0,YES,1,5.15,-0.159211832,74,YES,Correctly Identified as Malware 350 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,25,15813536.0,508,YES,1891.0,NO,2,4.06,-0.044859634,52,YES,Incorrectly Identified as Clean 351 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,148,2457001.0,539,YES,196.0,NO,2,5.8,-0.431950999,37,NO,Correctly Identified as Clean 352 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,79,20894084.0,648,YES,2911.0,YES,3,4.45,1.724030094,87,NO,Correctly Identified as Clean 353 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,249,11576155.0,664,YES,1219.0,YES,2,4.93,-0.500146734,65,YES,Correctly Identified as Malware 354 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,216,10705522.0,263,NO,1098.0,NO,2,4.46,-0.498101903,61,YES,Incorrectly Identified as Clean 355 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,32,7737094.0,589,NO,726.0,YES,2,5.17,0.433345707,42,YES,Correctly Identified as Malware 356 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,184,1319386.0,566,YES,102.0,YES,1,4.99,-0.353597302,113,NO,Correctly Identified as Clean 357 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,401,6811657.0,593,YES,621.0,NO,2,4.47,0.850708618,56,YES,Correctly Identified as Malware 358 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,224,6013056.0,524,NO,535.0,NO,2,4.29,-1.057515134,59,NO,Correctly Identified as Clean 359 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,232,11314650.0,644,NO,1182.0,NO,3,5.07,1.659842843,78,NO,Incorrecty Identified as Malware 360 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,210,755745.0,491,NO,57.0,YES,1,4.54,1.028765405,60,YES,Correctly Identified as Malware 361 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,440,8029640.0,477,NO,760.0,NO,2,4.57,1.463261972,86,YES,Correctly Identified as Malware 362 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,770,2702327.0,640,NO,218.0,NO,4,5.17,0.273550423,76,YES,Correctly Identified as Malware 363 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,112,7137684.0,379,NO,657.0,NO,1,4.33,0.824932312,63,NO,Correctly Identified as Clean 364 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,287,1931019.0,321,YES,152.0,YES,1,4.33,-0.330596067,93,YES,Correctly Identified as Malware 365 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,39,4983653.0,541,YES,,YES,2,5.29,1.890070728,75,YES,Correctly Identified as Malware 366 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,436,4920084.0,653,NO,,NO,1,5.19,0.255636597,59,NO,Correctly Identified as Clean 367 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,386,1561427.0,536,YES,121.0,YES,2,4.93,-0.493539296,53,NO,Correctly Identified as Clean 368 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,314,1055399.0,573,NO,81.0,NO,3,4.66,-0.081787037,117,NO,Correctly Identified as Clean 369 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,657,369995.0,473,YES,27.0,YES,1,5.38,0.632619108,49,NO,Correctly Identified as Clean 370 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,218,3664744.0,672,NO,304.0,YES,1,4.34,1.063395238,73,NO,Correctly Identified as Clean 371 | University Web Pages,.net,100KB/s to 1MB/s,93,13798697.0,767,NO,1553.0,YES,1,3.87,0.016332575,84,NO,Correctly Identified as Clean 372 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,133,494182.0,390,NO,37.0,YES,1,4.49,1.098240583,67,YES,Correctly Identified as Malware 373 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,734,4706391.0,490,YES,403.0,YES,1,5.33,-0.75441993,79,NO,Correctly Identified as Clean 374 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,57,1639544.0,614,NO,128.0,YES,2,5.07,0.119467018,114,NO,Correctly Identified as Clean 375 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,240,1132018.0,650,NO,87.0,NO,2,5.17,-0.871233951,53,NO,Correctly Identified as Clean 376 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,221,2036092.0,574,NO,161.0,YES,2,5.42,1.416197833,55,YES,Incorrectly Identified as Clean 377 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,337,14478584.0,765,NO,1664.0,NO,1,5.67,0.445305443,67,YES,Incorrectly Identified as Clean 378 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,333,19367407.0,743,NO,2578.0,YES,1,3.93,0.876099215,75,NO,Correctly Identified as Clean 379 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,438,13289128.0,458,YES,1473.0,YES,2,5.01,-0.284680587,91,YES,Incorrectly Identified as Clean 380 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,577,21138705.0,65535,NO,2967.0,NO,1,3.9,0.438532416,92,YES,Incorrectly Identified as Clean 381 | Git Repository,.com,1MB/s to 10MB/s,125,6187848.0,701,NO,,NO,2,5.15,1.472595765,61,NO,Correctly Identified as Clean 382 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,223,3138927.0,724,YES,256.0,YES,2,4.04,-0.273531915,90,NO,Correctly Identified as Clean 383 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,271,731208.0,468,NO,55.0,YES,2,4.64,-1.51318061,64,YES,Incorrectly Identified as Clean 384 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,717,16358526.0,480,YES,1989.0,YES,2,5.03,-0.237192572,83,YES,Correctly Identified as Malware 385 | Git Repository,.com,100KB/s to 1MB/s,112,4487676.0,677,NO,382.0,NO,4,4.76,1.814917001,76,YES,Correctly Identified as Malware 386 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,537,5065156.0,573,NO,438.0,NO,1,5.51,0.456370588,70,NO,Incorrecty Identified as Malware 387 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,464,598267.0,726,YES,45.0,NO,1,5.24,0.191659955,47,NO,Correctly Identified as Clean 388 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,460,896050.0,668,NO,68.0,NO,2,5.91,0.303030905,100,YES,Correctly Identified as Malware 389 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,366,266113.0,609,NO,19.0,NO,1,5.18,0.233523561,96,NO,Correctly Identified as Clean 390 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,457,13296422.0,797,NO,1474.0,YES,2,4.78,-0.446571191,69,YES,Incorrectly Identified as Clean 391 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,69,16447857.0,364,NO,2005.0,YES,2,5.05,-0.491411623,64,YES,Incorrectly Identified as Clean 392 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,230,12207755.0,579,NO,1310.0,NO,1,4.66,-2.115076364,87,NO,Incorrecty Identified as Malware 393 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,160,7660784.0,526,NO,717.0,YES,1,4.85,0.239368756,80,YES,Incorrectly Identified as Clean 394 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,160,12661238.0,550,NO,1377.0,YES,3,5.37,1.045259421,42,NO,Correctly Identified as Clean 395 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,164,486715.0,614,YES,36.0,NO,1,4.85,0.363989084,74,YES,Correctly Identified as Malware 396 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,96,8444298.0,458,YES,809.0,YES,2,5.48,-0.271895922,96,YES,Correctly Identified as Malware 397 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,76,10412847.0,659,YES,1059.0,NO,2,4.87,-0.718926095,74,NO,Correctly Identified as Clean 398 | Git Repository,.gov,100KB/s to 1MB/s,274,1030843.0,595,NO,79.0,YES,1,4.53,-0.489589138,42,NO,Correctly Identified as Clean 399 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,372,4442439.0,625,NO,377.0,NO,1,5.68,1.52415688,78,NO,Correctly Identified as Clean 400 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,70,7235773.0,515,NO,668.0,YES,1,5.58,-0.433132093,70,YES,Correctly Identified as Malware 401 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,31,4723015.0,635,YES,404.0,NO,2,4.98,2.009444672,104,NO,Correctly Identified as Clean 402 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,675,20949557.0,482,YES,2924.0,NO,2,3.74,-1.069776971,76,YES,Incorrectly Identified as Clean 403 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,47,4711810.0,693,YES,403.0,NO,2,5.55,-0.203743881,53,YES,Correctly Identified as Malware 404 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,233,6038488.0,762,NO,538.0,NO,2,5.7,0.253035776,76,YES,Incorrectly Identified as Clean 405 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,296,14284773.0,490,NO,1632.0,NO,3,5.31,-0.105214497,69,NO,Correctly Identified as Clean 406 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,51,4071947.0,649,NO,342.0,YES,2,4.36,-0.795087246,73,NO,Incorrecty Identified as Malware 407 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,113,3262279.0,433,YES,267.0,NO,2,4.57,0.765534675,57,YES,Correctly Identified as Malware 408 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,179,7711731.0,448,NO,723.0,YES,3,4.11,-0.349727888,60,YES,Correctly Identified as Malware 409 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,409,2351153.0,372,YES,187.0,YES,2,4.43,0.101505814,79,YES,Correctly Identified as Malware 410 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,17,2821960.0,414,NO,,YES,3,4.6,-0.784388542,106,YES,Incorrectly Identified as Clean 411 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,313,24032743.0,608,NO,3680.0,YES,1,4.7,-0.031557775,47,NO,Correctly Identified as Clean 412 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,309,2383178.0,582,NO,190.0,YES,2,4.93,-0.057689597,100,NO,Correctly Identified as Clean 413 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,276,19929308.0,379,NO,2698.0,NO,2,3.86,-1.045226643,82,YES,Incorrectly Identified as Clean 414 | Git Repository,.gov,1MB/s to 10MB/s,109,13093610.0,442,NO,1443.0,NO,2,4.36,0.048189194,50,YES,Correctly Identified as Malware 415 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,23,9392677.0,604,YES,926.0,NO,2,5.41,0.609338074,40,NO,Correctly Identified as Clean 416 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,140,14741452.0,496,YES,1707.0,YES,1,5.06,-0.056676746,56,YES,Correctly Identified as Malware 417 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,535,6657968.0,502,NO,,YES,2,5.79,-1.504138233,82,YES,Incorrectly Identified as Clean 418 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,280,26601786.0,685,NO,4400.0,YES,2,4.79,0.083337281,80,NO,Correctly Identified as Clean 419 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,105,8359206.0,629,NO,,NO,1,5.0,-1.964351842,62,NO,Correctly Identified as Clean 420 | University Web Pages,.com,100KB/s to 1MB/s,438,3094809.0,625,NO,252.0,YES,1,4.64,-1.335522445,62,NO,Correctly Identified as Clean 421 | Well Known Software Download Websites,.net.au,1MB/s to 10MB/s,128,11334222.0,214,NO,1185.0,YES,3,4.24,-1.259223025,105,YES,Correctly Identified as Malware 422 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,239,2319103.0,603,NO,184.0,NO,2,5.07,-1.087143138,49,NO,Correctly Identified as Clean 423 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,377,1348549.0,594,NO,104.0,YES,1,5.46,1.258296125,82,YES,Correctly Identified as Malware 424 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,509,14803099.0,683,NO,1718.0,YES,1,4.4,-0.456633161,86,NO,Correctly Identified as Clean 425 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,88,1101470.0,549,NO,,YES,2,4.59,0.548168792,72,NO,Correctly Identified as Clean 426 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,153,6440498.0,65535,YES,581.0,NO,2,4.32,-0.20742363,80,YES,Incorrectly Identified as Clean 427 | University Web Pages,.edu,100KB/s to 1MB/s,707,8732184.0,651,NO,844.0,NO,2,5.73,0.576413558,66,YES,Incorrectly Identified as Clean 428 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,201,613614.0,523,NO,,YES,2,4.52,-0.083842707,73,YES,Correctly Identified as Malware 429 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,264,12904767.0,576,NO,1414.0,NO,2,5.43,-0.178114141,68,NO,Incorrecty Identified as Malware 430 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,483,6903682.0,670,YES,631.0,YES,2,5.27,1.244184702,69,YES,Correctly Identified as Malware 431 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,211,4340745.0,498,NO,367.0,YES,2,4.77,-0.326058972,57,YES,Incorrectly Identified as Clean 432 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,443,17211175.0,680,NO,2147.0,YES,2,4.3,-0.501711903,30,NO,Correctly Identified as Clean 433 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,160,6094374.0,587,NO,544.0,NO,2,5.29,0.907002412,64,NO,Incorrecty Identified as Malware 434 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,733,4015977.0,617,YES,337.0,YES,1,4.61,-0.419681524,73,YES,Correctly Identified as Malware 435 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,126,4298746.0,619,YES,363.0,YES,2,5.58,0.087286175,66,YES,Correctly Identified as Malware 436 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,438,13499237.0,556,NO,1506.0,NO,2,5.25,-0.94127035,85,NO,Incorrecty Identified as Malware 437 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,315,3057677.0,708,YES,249.0,YES,2,5.3,-0.678524525,72,YES,Incorrectly Identified as Clean 438 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,168,6191236.0,499,YES,554.0,NO,1,4.78,-0.981613373,86,YES,Correctly Identified as Malware 439 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,73,11237656.0,607,YES,,NO,2,4.99,-1.539896246,73,NO,Correctly Identified as Clean 440 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,411,4842592.0,612,YES,416.0,YES,3,4.35,1.967535876,91,NO,Correctly Identified as Clean 441 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,100,3541935.0,547,NO,293.0,NO,2,5.44,-0.382769102,80,NO,Correctly Identified as Clean 442 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,86,3119989.0,475,NO,254.0,NO,3,5.51,-3.47964086,81,NO,Correctly Identified as Clean 443 | Well Known Software Download Websites,.gov,Greater than 10MB/s,336,29636055.0,773,NO,5370.0,YES,1,4.18,1.036415288,60,NO,Correctly Identified as Clean 444 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,399,10979120.0,465,YES,,YES,2,4.96,0.287287624,76,YES,Incorrectly Identified as Clean 445 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,320,5137020.0,579,YES,,YES,3,5.04,-1.017465502,68,YES,Incorrectly Identified as Clean 446 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,280,13321825.0,625,NO,1478.0,NO,3,5.62,-0.421683978,107,NO,Correctly Identified as Clean 447 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,394,5640464.0,522,NO,497.0,NO,1,4.83,0.775752647,75,NO,Correctly Identified as Clean 448 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,333,900556.0,649,NO,68.0,YES,3,4.41,1.860570425,65,YES,Correctly Identified as Malware 449 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,506,9283647.0,597,NO,912.0,YES,1,4.9,-1.445609649,67,YES,Correctly Identified as Malware 450 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,299,3303057.0,465,NO,271.0,YES,3,4.59,-0.479365834,38,YES,Incorrectly Identified as Clean 451 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,392,71417.0,505,YES,5.0,NO,1,4.76,-0.868306502,66,YES,Correctly Identified as Malware 452 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,304,7828400.0,634,YES,,NO,3,5.12,3.040152199,82,NO,Correctly Identified as Clean 453 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,67,35121.0,543,YES,2.0,YES,2,5.4,-0.062047726,78,YES,Incorrectly Identified as Clean 454 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,255,5086250.0,680,NO,440.0,YES,2,4.69,-0.228183291,85,YES,Correctly Identified as Malware 455 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,50,4192043.0,639,NO,353.0,YES,1,5.33,-1.077763188,27,YES,Incorrectly Identified as Clean 456 | University Web Pages,.com,1MB/s to 10MB/s,281,6150783.0,484,YES,550.0,YES,2,4.34,1.087345766,74,YES,Incorrectly Identified as Clean 457 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,429,5252939.0,475,YES,457.0,YES,1,4.39,2.641060254,56,YES,Incorrectly Identified as Clean 458 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,394,5029879.0,589,YES,435.0,NO,2,5.51,1.124787406,80,NO,Correctly Identified as Clean 459 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,372,15425067.0,734,YES,,NO,1,5.22,-0.13275039,84,YES,Incorrectly Identified as Clean 460 | Linked Directly to Google Search Result,.com,Greater than 10MB/s,525,11044392.0,608,YES,1144.0,YES,1,4.1,0.945506356,58,NO,Correctly Identified as Clean 461 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,430,2613297.0,582,NO,210.0,YES,2,4.75,-0.319449378,64,NO,Correctly Identified as Clean 462 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,44,9767097.0,505,NO,,YES,3,5.77,-1.815547135,75,NO,Correctly Identified as Clean 463 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,197,4341499.0,579,YES,367.0,YES,2,5.45,0.931042056,86,YES,Correctly Identified as Malware 464 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,240,865247.0,522,NO,66.0,NO,2,4.69,1.260441797,69,YES,Correctly Identified as Malware 465 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,322,12318531.0,570,YES,1326.0,YES,2,4.91,0.455711017,87,NO,Correctly Identified as Clean 466 | Well Known Software Download Websites,.net.au,1MB/s to 10MB/s,42,13599565.0,670,NO,1522.0,YES,2,4.55,-0.405246054,45,NO,Correctly Identified as Clean 467 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,561,5197023.0,545,NO,451.0,YES,2,5.43,2.220799264,71,YES,Incorrectly Identified as Clean 468 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,123,1147748.0,488,NO,88.0,YES,1,5.17,-0.176049332,68,YES,Correctly Identified as Malware 469 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,644,6503155.0,625,YES,588.0,YES,1,5.21,-1.004981676,62,NO,Correctly Identified as Clean 470 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,129,10248766.0,641,YES,1037.0,YES,1,5.17,1.213143238,52,NO,Correctly Identified as Clean 471 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,326,13510268.0,645,NO,1508.0,YES,1,4.81,0.384852321,69,NO,Correctly Identified as Clean 472 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,92,19066024.0,357,NO,2515.0,YES,1,5.15,0.431351653,63,YES,Incorrectly Identified as Clean 473 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,258,17524736.0,407,NO,2207.0,YES,2,4.75,1.176876426,30,NO,Correctly Identified as Clean 474 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,378,3964131.0,544,YES,332.0,NO,1,4.71,0.603169766,83,NO,Incorrecty Identified as Malware 475 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,44,9982089.0,728,NO,1002.0,NO,1,5.48,0.330688527,60,YES,Correctly Identified as Malware 476 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,78,1364865.0,521,YES,,YES,1,5.37,-0.166055237,78,YES,Correctly Identified as Malware 477 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,34,12502391.0,420,YES,1354.0,YES,2,4.9,-1.456667102,61,YES,Incorrectly Identified as Clean 478 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,403,11313433.0,524,NO,1182.0,NO,2,5.93,2.21515372,82,NO,Correctly Identified as Clean 479 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,203,7593934.0,574,YES,709.0,YES,2,4.55,-1.074751944,78,NO,Correctly Identified as Clean 480 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,146,10874843.0,709,NO,1121.0,NO,2,5.26,0.688372357,83,NO,Incorrecty Identified as Malware 481 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,280,1405676.0,592,YES,,YES,1,4.7,0.761505192,99,NO,Correctly Identified as Clean 482 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,350,18755876.0,719,NO,2451.0,YES,2,4.99,1.415209127,65,YES,Correctly Identified as Malware 483 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,406,3822162.0,690,NO,318.0,NO,2,5.4,0.075575877,76,NO,Correctly Identified as Clean 484 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,725,18001838.0,561,YES,2299.0,YES,1,5.19,0.052772802,55,NO,Correctly Identified as Clean 485 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,458,3963825.0,627,YES,332.0,NO,2,5.51,-0.278337017,45,NO,Correctly Identified as Clean 486 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,190,116757.0,607,NO,8.0,YES,1,5.14,1.043949157,49,NO,Correctly Identified as Clean 487 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,141,3500535.0,582,NO,,YES,2,4.59,-0.207996752,71,YES,Incorrectly Identified as Clean 488 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,113,959191.0,587,NO,73.0,YES,1,4.59,0.75238242,59,NO,Correctly Identified as Clean 489 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,133,5305001.0,412,YES,462.0,NO,2,4.58,-2.286731865,80,YES,Correctly Identified as Malware 490 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,70,8004755.0,556,NO,757.0,NO,1,5.11,-0.377761398,73,NO,Correctly Identified as Clean 491 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,365,936225.0,568,YES,71.0,YES,2,4.48,-0.044395607,55,NO,Correctly Identified as Clean 492 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,96,1865705.0,499,YES,146.0,NO,1,4.52,1.741029816,58,NO,Correctly Identified as Clean 493 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,420,15349402.0,486,NO,,YES,2,5.49,1.362847095,42,YES,Incorrectly Identified as Clean 494 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,157,35526442.0,743,YES,7684.0,YES,1,4.1,0.517544223,86,NO,Correctly Identified as Clean 495 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,240,12530665.0,647,YES,1358.0,NO,2,5.23,-1.598777156,86,NO,Correctly Identified as Clean 496 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,107,12640669.0,675,NO,1374.0,YES,1,4.73,0.235956769,72,NO,Correctly Identified as Clean 497 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,160,4860946.0,710,NO,418.0,YES,2,3.91,-0.452833199,75,NO,Correctly Identified as Clean 498 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,166,8614870.0,623,NO,830.0,NO,1,4.28,2.102835742,87,YES,Correctly Identified as Malware 499 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,469,326967.0,389,NO,,YES,1,4.66,0.997073324,60,YES,Incorrectly Identified as Clean 500 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,790,14087398.0,65535,YES,1600.0,NO,2,4.25,0.774379799,90,YES,Incorrectly Identified as Clean 501 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,163,14775798.0,65535,YES,1713.0,YES,1,4.08,-0.576323991,87,NO,Correctly Identified as Clean 502 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,326,20393930.0,849,NO,2799.0,YES,1,3.52,0.97252897,41,NO,Correctly Identified as Clean 503 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,88,8871709.0,472,NO,861.0,YES,2,5.4,0.505577155,71,NO,Correctly Identified as Clean 504 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,132,4367203.0,644,NO,370.0,NO,3,5.48,0.332475202,72,YES,Correctly Identified as Malware 505 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,70,7310182.0,498,NO,,NO,2,4.33,0.014064841,57,YES,Correctly Identified as Malware 506 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,595,9596468.0,663,NO,952.0,NO,1,5.37,-0.660526456,52,YES,Correctly Identified as Malware 507 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,396,2184996.0,640,NO,173.0,YES,2,4.42,-0.046127135,71,NO,Correctly Identified as Clean 508 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,422,18911999.0,469,YES,2483.0,NO,3,5.21,-0.794459602,30,NO,Correctly Identified as Clean 509 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,257,3398906.0,655,YES,280.0,YES,3,5.4,-1.593177173,62,YES,Correctly Identified as Malware 510 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,332,18318944.0,655,YES,2362.0,YES,2,4.36,0.248851167,77,NO,Correctly Identified as Clean 511 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,271,11482656.0,394,YES,1206.0,YES,2,4.69,0.876754923,56,YES,Correctly Identified as Malware 512 | Git Repository,.com,1MB/s to 10MB/s,624,1813279.0,438,YES,142.0,YES,4,4.65,-0.795743814,88,YES,Correctly Identified as Malware 513 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,69,6777227.0,686,NO,618.0,NO,2,5.44,0.457890146,66,YES,Correctly Identified as Malware 514 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,108,2938090.0,553,NO,238.0,YES,1,4.53,0.395518113,38,YES,Correctly Identified as Malware 515 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,378,401582.0,626,YES,,YES,1,5.15,0.984187669,60,YES,Incorrectly Identified as Clean 516 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,268,1477619.0,636,NO,114.0,YES,1,5.63,-0.527294931,49,YES,Correctly Identified as Malware 517 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,191,15423977.0,374,YES,1823.0,NO,2,4.15,-0.579350994,85,YES,Incorrectly Identified as Clean 518 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,341,6819276.0,718,NO,622.0,YES,2,4.13,0.279238585,101,NO,Correctly Identified as Clean 519 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,195,6134743.0,626,NO,,YES,3,4.33,1.394227031,69,NO,Incorrecty Identified as Malware 520 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,392,12476142.0,761,YES,1350.0,NO,2,4.26,-0.753530074,72,YES,Correctly Identified as Malware 521 | University Web Pages,.net,100KB/s to 1MB/s,413,6559498.0,662,NO,594.0,YES,2,4.59,0.381971809,93,NO,Correctly Identified as Clean 522 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,232,8753053.0,559,NO,847.0,NO,1,5.1,-1.052056521,62,NO,Correctly Identified as Clean 523 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,76,16205934.0,536,NO,1961.0,NO,3,4.99,0.163408282,70,NO,Incorrecty Identified as Malware 524 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,180,12980283.0,503,NO,1426.0,YES,3,4.92,-1.196377968,69,YES,Correctly Identified as Malware 525 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,333,12920581.0,676,NO,1417.0,YES,3,4.27,0.800670049,63,NO,Correctly Identified as Clean 526 | University Web Pages,.com,100KB/s to 1MB/s,34,17317186.0,380,NO,2167.0,YES,2,5.01,0.47391766,64,YES,Correctly Identified as Malware 527 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,231,11704348.0,586,YES,,NO,1,5.37,-0.365445507,69,NO,Incorrecty Identified as Malware 528 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,187,28558397.0,318,NO,5010.0,NO,2,3.92,-0.395174066,102,YES,Correctly Identified as Malware 529 | Git Repository,.net,100KB/s to 1MB/s,292,537953.0,662,NO,40.0,NO,2,5.4,1.975716282,53,NO,Correctly Identified as Clean 530 | Git Repository,.net,100KB/s to 1MB/s,272,6029878.0,715,NO,537.0,NO,2,5.59,0.519321913,37,YES,Incorrectly Identified as Clean 531 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,135,420842.0,570,NO,,YES,3,5.28,-0.244380145,71,YES,Correctly Identified as Malware 532 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,250,24226767.0,549,NO,3731.0,NO,1,5.32,0.856902299,77,NO,Correctly Identified as Clean 533 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,260,6953273.0,491,NO,637.0,YES,1,4.69,-0.049126941,66,YES,Correctly Identified as Malware 534 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,199,16495698.0,682,YES,2014.0,NO,1,5.01,0.436282076,92,YES,Correctly Identified as Malware 535 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,586,20224761.0,573,NO,2762.0,YES,2,5.07,-0.321433496,47,NO,Correctly Identified as Clean 536 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,405,7792601.0,585,NO,,YES,1,4.91,0.032298127,77,NO,Incorrecty Identified as Malware 537 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,423,26044414.0,343,YES,4237.0,NO,3,5.77,0.054498472,85,NO,Incorrecty Identified as Malware 538 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,289,19653285.0,700,NO,2638.0,NO,1,4.93,-0.262449662,64,NO,Correctly Identified as Clean 539 | Git Repository,.com,100KB/s to 1MB/s,470,15827450.0,747,NO,1894.0,YES,1,4.32,0.47487898,68,NO,Correctly Identified as Clean 540 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,56,8900013.0,485,YES,865.0,YES,2,4.67,-0.11973868,49,YES,Correctly Identified as Malware 541 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,137,8125964.0,504,NO,771.0,NO,1,4.38,1.174016453,64,YES,Correctly Identified as Malware 542 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,168,6575688.0,590,NO,596.0,NO,2,5.38,-0.797505811,75,NO,Correctly Identified as Clean 543 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,106,17670896.0,693,YES,2235.0,YES,4,5.21,-1.067490974,62,YES,Correctly Identified as Malware 544 | Git Repository,.net,1MB/s to 10MB/s,149,2158992.0,687,YES,171.0,NO,2,4.89,-1.442552527,82,NO,Correctly Identified as Clean 545 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,182,13985200.0,539,NO,1583.0,YES,1,5.18,-1.092999675,50,YES,Correctly Identified as Malware 546 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,249,5972811.0,530,NO,531.0,YES,2,5.25,-1.777223185,65,NO,Correctly Identified as Clean 547 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,152,1291835.0,388,YES,99.0,YES,1,4.59,0.650232909,54,YES,Correctly Identified as Malware 548 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,393,853266.0,670,NO,65.0,YES,1,4.77,0.694178815,67,NO,Correctly Identified as Clean 549 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,208,20399502.0,694,NO,2801.0,NO,1,4.84,-0.071422693,80,NO,Incorrecty Identified as Malware 550 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,102,3153460.0,613,YES,257.0,NO,2,5.18,2.489088217,49,NO,Correctly Identified as Clean 551 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,303,3075122.0,448,YES,250.0,YES,3,5.54,1.193082138,97,NO,Correctly Identified as Clean 552 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,572,6932324.0,450,NO,635.0,YES,2,5.35,-1.440344442,39,YES,Correctly Identified as Malware 553 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,57,3882833.0,660,NO,324.0,YES,2,4.1,0.788092716,88,NO,Incorrecty Identified as Malware 554 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,262,5821650.0,474,NO,,YES,2,5.76,1.922458027,79,YES,Incorrectly Identified as Clean 555 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,126,891331.0,723,YES,68.0,YES,1,4.42,-0.883983079,56,NO,Correctly Identified as Clean 556 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,456,5933253.0,508,YES,527.0,YES,1,5.29,1.614381015,54,YES,Incorrectly Identified as Clean 557 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,168,5507634.0,584,YES,483.0,NO,3,5.52,-0.015697951,53,NO,Incorrecty Identified as Malware 558 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,822,11616641.0,683,NO,1225.0,NO,2,5.19,-1.249871182,68,YES,Correctly Identified as Malware 559 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,77,26248867.0,465,YES,4296.0,YES,1,5.39,-1.323062122,50,YES,Incorrectly Identified as Clean 560 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,135,2404108.0,495,NO,192.0,YES,3,4.77,-1.220828778,99,YES,Incorrectly Identified as Clean 561 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,170,234248.0,675,NO,17.0,NO,3,6.21,1.302638468,58,YES,Correctly Identified as Malware 562 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,251,4034308.0,441,YES,338.0,YES,2,4.49,2.511562788,82,YES,Correctly Identified as Malware 563 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,245,7285446.0,627,NO,674.0,YES,2,5.32,-1.605441324,163,YES,Correctly Identified as Malware 564 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,503,5772589.0,403,NO,510.0,YES,2,4.41,-0.43101986,57,YES,Correctly Identified as Malware 565 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,611,31170562.0,835,NO,5915.0,YES,2,3.86,-0.016068053,51,NO,Correctly Identified as Clean 566 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,270,634864.0,600,NO,48.0,NO,1,5.15,-1.001121677,72,NO,Correctly Identified as Clean 567 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,592,9331784.0,608,YES,918.0,NO,2,5.01,-0.672046427,92,YES,Correctly Identified as Malware 568 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,188,13232946.0,790,NO,1465.0,NO,2,5.58,0.270467339,70,YES,Incorrectly Identified as Clean 569 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,305,7185345.0,618,NO,663.0,YES,2,4.61,-0.332513064,53,YES,Correctly Identified as Malware 570 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,359,7394762.0,626,NO,686.0,NO,2,5.15,0.489924758,56,NO,Correctly Identified as Clean 571 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,423,5237735.0,65535,YES,456.0,YES,2,4.73,0.281481675,80,YES,Incorrectly Identified as Clean 572 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,133,2006880.0,479,NO,158.0,YES,2,4.27,-0.483111003,70,YES,Correctly Identified as Malware 573 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,85,8043063.0,486,NO,761.0,YES,2,4.34,0.48170116,66,YES,Correctly Identified as Malware 574 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,206,12789454.0,566,NO,1397.0,NO,3,5.02,0.126879586,93,NO,Correctly Identified as Clean 575 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,159,1832002.0,602,NO,143.0,YES,2,4.92,-0.788521519,54,NO,Correctly Identified as Clean 576 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,825,6377392.0,523,YES,574.0,NO,2,5.01,-1.943951782,69,NO,Correctly Identified as Clean 577 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,105,711990.0,583,NO,54.0,YES,2,4.38,1.447164007,108,NO,Correctly Identified as Clean 578 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,64,13991465.0,700,NO,1584.0,YES,1,4.88,0.367633832,66,YES,Incorrectly Identified as Clean 579 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,396,5324329.0,636,YES,464.0,YES,2,5.19,0.318194974,54,YES,Correctly Identified as Malware 580 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,372,14154229.0,624,NO,1610.0,NO,1,4.76,2.097165693,23,NO,Correctly Identified as Clean 581 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,146,15974741.0,577,NO,1920.0,YES,2,5.05,-0.159588579,91,YES,Correctly Identified as Malware 582 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,192,2094416.0,603,NO,165.0,YES,1,5.41,0.347817577,85,YES,Correctly Identified as Malware 583 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,152,1707410.0,603,YES,133.0,YES,3,4.17,0.627589073,83,NO,Correctly Identified as Clean 584 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,266,24427165.0,706,NO,3785.0,YES,2,3.76,1.353633639,43,NO,Correctly Identified as Clean 585 | Git Repository,.edu,100KB/s to 1MB/s,645,4236988.0,619,NO,357.0,YES,2,4.57,1.828746237,58,NO,Correctly Identified as Clean 586 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,365,3286316.0,586,YES,269.0,YES,2,5.38,1.212006227,71,NO,Correctly Identified as Clean 587 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,911,3423154.0,598,YES,282.0,YES,2,4.66,1.574039402,76,NO,Correctly Identified as Clean 588 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,53,2777111.0,524,NO,224.0,YES,2,5.31,1.983710348,71,NO,Incorrecty Identified as Malware 589 | Git Repository,.net,100KB/s to 1MB/s,454,9948539.0,701,NO,,NO,2,5.3,-0.87874977,82,YES,Correctly Identified as Malware 590 | Git Repository,.edu,100KB/s to 1MB/s,447,31412636.0,820,NO,6004.0,YES,1,3.81,0.472052358,98,NO,Correctly Identified as Clean 591 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,206,10610072.0,709,YES,1085.0,YES,3,4.97,-1.119094777,32,NO,Correctly Identified as Clean 592 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,433,4625543.0,632,NO,,YES,1,5.42,0.913342107,69,YES,Correctly Identified as Malware 593 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,390,3805200.0,622,NO,317.0,YES,2,5.29,0.967701987,45,YES,Correctly Identified as Malware 594 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,286,4541226.0,599,YES,,NO,1,4.44,-0.723484507,56,YES,Incorrectly Identified as Clean 595 | Git Repository,.com,100KB/s to 1MB/s,374,5235346.0,526,YES,455.0,YES,1,5.49,2.986331191,119,YES,Correctly Identified as Malware 596 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,380,11565515.0,591,NO,1217.0,NO,1,4.88,-1.708111112,54,NO,Correctly Identified as Clean 597 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,420,12176749.0,402,NO,1305.0,YES,2,4.82,0.217073189,87,YES,Correctly Identified as Malware 598 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,35,9129472.0,675,NO,893.0,NO,1,5.52,-1.167695869,51,YES,Correctly Identified as Malware 599 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,122,3189496.0,611,YES,261.0,NO,1,5.68,0.025248078,53,YES,Incorrectly Identified as Clean 600 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,393,10696681.0,706,NO,1097.0,NO,3,5.48,0.161106003,84,YES,Incorrectly Identified as Clean 601 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,235,20739519.0,691,NO,2876.0,YES,1,4.3,0.394144093,59,NO,Correctly Identified as Clean 602 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,393,18411423.0,555,YES,2381.0,NO,1,4.94,-0.33922923,63,NO,Correctly Identified as Clean 603 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,385,14620823.0,563,NO,1687.0,YES,2,4.83,0.276472345,108,NO,Correctly Identified as Clean 604 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,335,6574359.0,600,NO,595.0,YES,1,5.28,-1.304691587,56,YES,Correctly Identified as Malware 605 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,251,16138330.0,756,YES,1949.0,NO,1,4.94,-1.323751109,82,NO,Correctly Identified as Clean 606 | Well Known Software Download Websites,.org,100KB/s to 1MB/s,73,8372402.0,521,NO,800.0,NO,3,5.42,-0.474580918,66,NO,Correctly Identified as Clean 607 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,29,4474928.0,645,NO,380.0,NO,1,4.97,-0.405508226,56,NO,Correctly Identified as Clean 608 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,88,5648941.0,548,NO,497.0,NO,1,4.89,0.423795973,64,NO,Correctly Identified as Clean 609 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,25,14231917.0,623,NO,1623.0,YES,2,4.7,1.750101003,82,NO,Correctly Identified as Clean 610 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,123,399194.0,555,YES,30.0,YES,2,5.11,-1.952262114,67,YES,Incorrectly Identified as Clean 611 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,428,4715854.0,416,YES,404.0,YES,2,5.08,-0.304653935,62,YES,Incorrectly Identified as Clean 612 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,176,23416117.0,534,YES,3520.0,YES,3,5.2,0.072770766,59,YES,Correctly Identified as Malware 613 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,104,16808219.0,663,YES,2071.0,YES,3,4.9,0.439448855,71,YES,Correctly Identified as Malware 614 | Linked Directly to Google Search Result,.net,Greater than 10MB/s,357,18636071.0,632,NO,2426.0,YES,2,4.55,-0.635062891,35,NO,Correctly Identified as Clean 615 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,313,196671.0,413,YES,14.0,YES,3,4.49,-0.215386157,43,YES,Correctly Identified as Malware 616 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,231,3800992.0,306,NO,316.0,NO,1,4.77,0.624645578,88,YES,Correctly Identified as Malware 617 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,310,13764493.0,568,YES,1548.0,NO,2,5.35,-1.572645012,90,YES,Correctly Identified as Malware 618 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,276,8229561.0,619,NO,783.0,NO,2,5.12,1.708647735,71,NO,Correctly Identified as Clean 619 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,143,2123769.0,662,NO,168.0,NO,2,5.53,-0.200893486,106,NO,Correctly Identified as Clean 620 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,418,14952455.0,633,YES,1743.0,YES,1,4.97,-0.171044503,67,YES,Correctly Identified as Malware 621 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,484,5751985.0,605,NO,508.0,YES,2,5.73,1.525836467,32,YES,Correctly Identified as Malware 622 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,54,3083837.0,568,YES,251.0,YES,2,5.34,-0.7224238,65,YES,Incorrectly Identified as Clean 623 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,71,31292779.0,435,YES,5960.0,NO,4,3.55,0.781181109,65,YES,Incorrectly Identified as Clean 624 | Git Repository,.com,1MB/s to 10MB/s,110,8298808.0,614,NO,792.0,YES,2,4.71,-0.875255339,84,YES,Correctly Identified as Malware 625 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,741,6525637.0,541,NO,590.0,YES,2,5.55,-1.321284041,62,NO,Correctly Identified as Clean 626 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,128,8778581.0,612,NO,850.0,YES,2,4.17,1.332132636,73,NO,Incorrecty Identified as Malware 627 | Git Repository,.net,100KB/s to 1MB/s,85,6650545.0,596,YES,604.0,NO,2,5.39,0.479387326,89,NO,Correctly Identified as Clean 628 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,950,7119359.0,487,YES,655.0,NO,2,4.99,-0.062488388,62,NO,Correctly Identified as Clean 629 | Git Repository,.net,1MB/s to 10MB/s,75,3165150.0,543,YES,258.0,YES,2,4.57,0.335204168,80,YES,Incorrectly Identified as Clean 630 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,289,15214590.0,505,YES,1787.0,YES,2,4.93,-0.128218959,62,YES,Incorrectly Identified as Clean 631 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,243,272595.0,546,NO,20.0,YES,2,5.52,-1.569619422,52,YES,Incorrectly Identified as Clean 632 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,581,7442252.0,663,YES,692.0,YES,2,5.26,-0.53096823,76,YES,Incorrectly Identified as Clean 633 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,785,18496549.0,547,NO,2398.0,YES,1,5.24,0.206495024,84,NO,Correctly Identified as Clean 634 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,490,5014475.0,586,YES,433.0,NO,2,5.13,0.583154937,72,NO,Correctly Identified as Clean 635 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,80,4730770.0,554,YES,405.0,NO,1,4.86,-0.349961216,59,YES,Correctly Identified as Malware 636 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,99,3850874.0,545,YES,321.0,YES,2,5.32,1.579770845,78,YES,Incorrectly Identified as Clean 637 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,22,8743476.0,422,NO,845.0,YES,1,4.37,0.628841458,75,YES,Correctly Identified as Malware 638 | Well Known Software Download Websites,.org,100KB/s to 1MB/s,540,13493538.0,689,NO,1505.0,NO,1,5.18,2.264172686,74,NO,Correctly Identified as Clean 639 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,213,12900512.0,458,NO,1414.0,NO,2,4.24,-1.504669396,69,YES,Correctly Identified as Malware 640 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,254,13367053.0,349,YES,1485.0,YES,2,4.78,1.238681471,61,YES,Incorrectly Identified as Clean 641 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,283,3057777.0,687,NO,249.0,NO,2,5.35,-0.27948746,80,NO,Correctly Identified as Clean 642 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,203,3238682.0,451,NO,265.0,NO,1,5.25,1.908276324,74,NO,Correctly Identified as Clean 643 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,126,7757668.0,433,NO,728.0,YES,2,4.77,0.160332271,86,YES,Incorrectly Identified as Clean 644 | University Web Pages,.com,100KB/s to 1MB/s,55,8231631.0,495,NO,784.0,YES,2,5.72,2.895264346,81,YES,Incorrectly Identified as Clean 645 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,281,2712854.0,643,YES,218.0,YES,2,5.65,-0.455803423,82,YES,Incorrectly Identified as Clean 646 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,199,6310860.0,600,YES,567.0,YES,2,4.37,-2.448439357,77,NO,Correctly Identified as Clean 647 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,679,2511929.0,481,YES,201.0,YES,2,4.79,1.287238444,69,YES,Correctly Identified as Malware 648 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,261,10424030.0,620,YES,1060.0,YES,1,5.63,0.381813468,56,YES,Incorrectly Identified as Clean 649 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,198,7727211.0,592,NO,725.0,NO,2,4.32,0.060368309,72,YES,Correctly Identified as Malware 650 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,141,6448112.0,610,NO,582.0,NO,1,5.53,0.631064868,62,NO,Correctly Identified as Clean 651 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,323,10670963.0,666,NO,1093.0,YES,2,4.43,1.772410192,87,NO,Correctly Identified as Clean 652 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,487,4957891.0,422,NO,428.0,YES,2,5.16,0.227179329,56,NO,Correctly Identified as Clean 653 | University Web Pages,.gov,100KB/s to 1MB/s,131,10934441.0,632,YES,1129.0,NO,2,5.18,1.659559101,79,NO,Correctly Identified as Clean 654 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,89,9290135.0,507,NO,913.0,NO,1,4.94,0.398866391,71,NO,Correctly Identified as Clean 655 | Linked Directly to Google Search Result,.net,Greater than 10MB/s,423,2340086.0,597,NO,186.0,NO,2,4.97,0.500991685,36,NO,Correctly Identified as Clean 656 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,644,16577219.0,538,NO,,NO,2,4.55,0.175881447,51,NO,Correctly Identified as Clean 657 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,245,313268.0,540,YES,23.0,YES,1,5.19,-0.879368602,75,NO,Incorrecty Identified as Malware 658 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,43,5249958.0,580,NO,457.0,NO,1,4.53,1.378915212,62,NO,Correctly Identified as Clean 659 | Git Repository,.net,1MB/s to 10MB/s,146,7213202.0,495,YES,666.0,NO,2,4.54,-0.93790598,83,YES,Incorrectly Identified as Clean 660 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,234,13301905.0,594,YES,1475.0,NO,1,5.17,-1.025951544,61,NO,Correctly Identified as Clean 661 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,48,126159.0,733,NO,9.0,NO,1,5.16,1.013889963,68,NO,Correctly Identified as Clean 662 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,727,10562129.0,616,YES,1079.0,YES,2,4.68,-0.531311771,65,YES,Correctly Identified as Malware 663 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,542,33905626.0,494,YES,6985.0,YES,2,5.43,-1.260579293,62,YES,Correctly Identified as Malware 664 | Git Repository,.net,100KB/s to 1MB/s,204,5932599.0,620,YES,527.0,NO,2,5.82,-0.517893367,47,NO,Correctly Identified as Clean 665 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,59,9941375.0,571,YES,996.0,NO,2,4.39,-0.696197462,68,NO,Correctly Identified as Clean 666 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,136,19371021.0,437,NO,2578.0,NO,1,5.35,-0.567391665,87,NO,Correctly Identified as Clean 667 | Git Repository,.net,100KB/s to 1MB/s,139,11063746.0,502,NO,1147.0,NO,1,5.12,0.758516557,50,NO,Correctly Identified as Clean 668 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,467,13572613.0,481,NO,1518.0,NO,2,4.33,-0.901431651,65,YES,Correctly Identified as Malware 669 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,390,25501439.0,462,NO,4081.0,YES,1,5.51,1.412375099,69,NO,Correctly Identified as Clean 670 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,175,514539.0,383,NO,38.0,YES,3,4.44,1.000519662,54,YES,Incorrectly Identified as Clean 671 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,74,6343032.0,600,NO,570.0,NO,1,5.19,0.61772804,50,NO,Incorrecty Identified as Malware 672 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,118,1102026.0,703,NO,84.0,NO,2,5.89,-0.306540462,56,YES,Correctly Identified as Malware 673 | Git Repository,.com,100KB/s to 1MB/s,442,14944791.0,502,NO,1741.0,YES,3,4.71,2.673119406,68,NO,Incorrecty Identified as Malware 674 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,362,3729561.0,630,NO,310.0,NO,2,5.17,-0.458060786,44,NO,Correctly Identified as Clean 675 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,438,3952424.0,566,NO,331.0,NO,2,4.9,0.097640392,49,NO,Correctly Identified as Clean 676 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,191,6596413.0,536,NO,598.0,YES,1,4.59,0.749108944,43,YES,Correctly Identified as Malware 677 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,26,5225179.0,430,NO,454.0,YES,1,5.01,-0.930541143,89,YES,Correctly Identified as Malware 678 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,468,11798079.0,452,YES,1251.0,YES,2,5.23,0.462991274,43,YES,Correctly Identified as Malware 679 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,169,12317522.0,646,YES,1326.0,NO,2,4.69,-1.329292245,49,NO,Correctly Identified as Clean 680 | Git Repository,.gov,1MB/s to 10MB/s,270,18659655.0,669,NO,2431.0,NO,2,4.92,0.883669804,68,NO,Correctly Identified as Clean 681 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,403,16153274.0,312,YES,1952.0,YES,1,4.82,-0.247156681,69,YES,Correctly Identified as Malware 682 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,508,6346600.0,658,YES,571.0,NO,1,5.4,0.869186826,69,YES,Correctly Identified as Malware 683 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,565,2169230.0,577,YES,172.0,YES,3,5.05,0.623580275,92,NO,Incorrecty Identified as Malware 684 | Git Repository,.gov,100KB/s to 1MB/s,38,8658662.0,684,YES,835.0,YES,3,4.3,-0.63381837,74,NO,Correctly Identified as Clean 685 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,156,11862191.0,632,YES,1260.0,NO,1,5.48,-0.405782203,75,NO,Correctly Identified as Clean 686 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,395,17166130.0,498,NO,2138.0,NO,2,4.76,0.177936628,59,NO,Correctly Identified as Clean 687 | Well Known Software Download Websites,.net.au,100KB/s to 1MB/s,562,3063489.0,571,YES,249.0,YES,4,5.25,0.94376062,72,YES,Correctly Identified as Malware 688 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,214,2414528.0,618,YES,193.0,NO,2,5.63,0.566215849,80,YES,Correctly Identified as Malware 689 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,534,1046727.0,491,NO,80.0,YES,2,4.46,-0.072794322,81,NO,Incorrecty Identified as Malware 690 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,180,9228057.0,594,YES,905.0,YES,1,4.5,-0.275295696,79,NO,Correctly Identified as Clean 691 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,174,4405884.0,460,YES,374.0,YES,1,4.71,-0.056160714,49,YES,Incorrectly Identified as Clean 692 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,49,7616289.0,650,NO,712.0,NO,1,5.52,-0.314883092,52,YES,Correctly Identified as Malware 693 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,270,11838479.0,570,YES,1256.0,YES,1,4.39,-0.942740994,65,NO,Incorrecty Identified as Malware 694 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,337,1347252.0,579,YES,104.0,NO,2,5.24,0.67890078,82,NO,Incorrecty Identified as Malware 695 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,593,9610759.0,579,YES,954.0,NO,2,4.35,-1.461238479,85,YES,Incorrectly Identified as Clean 696 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,113,11439605.0,655,NO,1200.0,YES,2,4.34,0.940602422,50,NO,Correctly Identified as Clean 697 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,542,2357264.0,698,YES,188.0,NO,1,4.57,0.759031015,75,YES,Correctly Identified as Malware 698 | University Web Pages,.com,100KB/s to 1MB/s,159,5859402.0,608,YES,519.0,YES,3,5.44,1.609726487,68,YES,Correctly Identified as Malware 699 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,57,4905503.0,450,YES,422.0,NO,2,5.63,0.541993959,73,NO,Correctly Identified as Clean 700 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,342,23783072.0,714,YES,3615.0,NO,1,3.85,0.112521983,50,YES,Correctly Identified as Malware 701 | Git Repository,.com,100KB/s to 1MB/s,364,9111294.0,545,YES,891.0,NO,1,5.2,-1.904878696,74,NO,Correctly Identified as Clean 702 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,293,4932222.0,625,YES,425.0,YES,1,5.18,-1.999632932,53,YES,Incorrectly Identified as Clean 703 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,293,3060612.0,647,NO,249.0,YES,3,4.27,0.436939331,85,NO,Correctly Identified as Clean 704 | Git Repository,.edu,100KB/s to 1MB/s,474,8790751.0,574,NO,851.0,NO,1,4.48,1.051374832,61,NO,Correctly Identified as Clean 705 | Exposed Corporate Intranet Pages,.com,100KB/s to 1MB/s,167,2665103.0,610,NO,214.0,NO,1,5.32,-0.114834534,81,NO,Incorrecty Identified as Malware 706 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,286,467638.0,436,YES,35.0,YES,2,5.21,-0.866435188,77,YES,Correctly Identified as Malware 707 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,173,12234096.0,662,NO,1314.0,NO,3,5.68,0.129797525,58,YES,Incorrectly Identified as Clean 708 | Git Repository,.net,1MB/s to 10MB/s,146,4849822.0,611,NO,417.0,NO,1,4.56,-0.151175848,68,YES,Correctly Identified as Malware 709 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,49,3561740.0,501,NO,294.0,NO,2,5.33,0.830625831,39,NO,Incorrecty Identified as Malware 710 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,346,9113919.0,453,NO,891.0,YES,2,5.1,0.239159176,64,NO,Correctly Identified as Clean 711 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,462,19322887.0,561,YES,2568.0,NO,1,4.61,0.077280249,82,NO,Correctly Identified as Clean 712 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,190,12444022.0,709,NO,,YES,1,4.09,-1.278497773,87,NO,Correctly Identified as Clean 713 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,669,7978828.0,604,NO,754.0,YES,1,4.67,-0.040769038,72,YES,Incorrectly Identified as Clean 714 | Linked Directly to Google Search Result,.gov,Greater than 10MB/s,304,12216180.0,561,NO,1311.0,YES,2,4.41,0.305943509,48,NO,Correctly Identified as Clean 715 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,277,17072735.0,469,YES,,NO,2,4.65,0.519686239,57,NO,Incorrecty Identified as Malware 716 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,72,16387109.0,768,NO,1994.0,NO,3,5.22,-0.81509397,65,YES,Incorrectly Identified as Clean 717 | Git Repository,.org,100KB/s to 1MB/s,679,11094675.0,599,NO,1151.0,YES,2,4.76,-0.996019945,31,NO,Incorrecty Identified as Malware 718 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,285,3092431.0,589,YES,252.0,YES,3,5.26,0.010478648,85,YES,Incorrectly Identified as Clean 719 | Git Repository,.com,100KB/s to 1MB/s,532,6379429.0,554,NO,574.0,NO,1,5.31,0.642057456,74,NO,Correctly Identified as Clean 720 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,127,6931363.0,547,YES,635.0,NO,2,4.58,-0.105516802,91,NO,Correctly Identified as Clean 721 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,285,8130420.0,622,NO,,YES,1,4.42,-0.254815356,84,NO,Correctly Identified as Clean 722 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,316,6845357.0,665,YES,625.0,NO,2,6.14,-0.109134369,95,YES,Incorrectly Identified as Clean 723 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,475,11352069.0,712,NO,1187.0,NO,2,5.23,-1.35451733,98,NO,Correctly Identified as Clean 724 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,320,13032266.0,573,YES,1434.0,YES,1,4.4,0.608534066,18,NO,Correctly Identified as Clean 725 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,349,3208606.0,452,NO,262.0,NO,2,5.05,-1.703710264,62,NO,Correctly Identified as Clean 726 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,622,1677111.0,576,NO,131.0,YES,1,4.87,-0.050764975,73,NO,Correctly Identified as Clean 727 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,153,12314760.0,537,YES,1326.0,NO,2,5.13,-1.793940202,75,NO,Correctly Identified as Clean 728 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,164,12525131.0,578,NO,1357.0,NO,1,5.11,0.041457812,64,NO,Correctly Identified as Clean 729 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,268,1054607.0,431,NO,80.0,NO,3,4.79,1.799071151,65,YES,Correctly Identified as Malware 730 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,436,19389730.0,548,NO,2582.0,NO,3,4.06,-0.471413797,65,YES,Correctly Identified as Malware 731 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,560,2080251.0,607,YES,164.0,NO,3,5.14,-0.863360107,53,NO,Correctly Identified as Clean 732 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,717,1003262.0,516,YES,76.0,YES,3,4.51,0.214698821,76,YES,Correctly Identified as Malware 733 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,149,7085602.0,390,YES,652.0,YES,2,4.46,0.757064509,44,YES,Correctly Identified as Malware 734 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,391,13947280.0,709,NO,1577.0,YES,3,4.51,-0.612348508,57,YES,Incorrectly Identified as Clean 735 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,319,16721902.0,419,YES,2055.0,YES,2,5.75,-1.005156942,63,YES,Incorrectly Identified as Clean 736 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,309,11564189.0,445,YES,1217.0,YES,1,5.5,1.058547125,78,YES,Correctly Identified as Malware 737 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,212,9157527.0,565,YES,896.0,YES,2,5.24,1.914838531,67,YES,Correctly Identified as Malware 738 | Git Repository,.edu,100KB/s to 1MB/s,840,7421609.0,732,NO,690.0,NO,2,5.27,-1.254219411,86,YES,Correctly Identified as Malware 739 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,254,22416481.0,527,NO,3270.0,YES,2,4.66,1.024277672,90,NO,Correctly Identified as Clean 740 | Wordpress Powered Web Site,.edu,100KB/s to 1MB/s,125,10722858.0,469,NO,1100.0,YES,3,6.0,2.084204893,66,YES,Incorrectly Identified as Clean 741 | Git Repository,.net,1MB/s to 10MB/s,90,2674902.0,619,NO,215.0,NO,1,4.37,-0.771067264,91,YES,Correctly Identified as Malware 742 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,51,4998785.0,495,YES,432.0,YES,2,4.78,-0.985081406,74,YES,Correctly Identified as Malware 743 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,356,100036.0,690,NO,7.0,YES,1,4.18,0.695304626,90,NO,Correctly Identified as Clean 744 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,169,14996169.0,583,YES,,YES,1,4.97,0.144239199,84,NO,Correctly Identified as Clean 745 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,250,4370755.0,643,YES,370.0,YES,1,5.26,-1.561316545,59,YES,Correctly Identified as Malware 746 | Git Repository,.gov,100KB/s to 1MB/s,417,11887478.0,466,NO,1263.0,NO,2,5.09,-1.361945171,48,NO,Correctly Identified as Clean 747 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,167,2936596.0,445,NO,238.0,NO,2,4.43,0.346655377,64,YES,Correctly Identified as Malware 748 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,123,2908943.0,418,NO,236.0,YES,2,5.41,-1.147436,70,YES,Incorrectly Identified as Clean 749 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,392,5281179.0,663,NO,460.0,YES,3,4.24,1.261976973,37,NO,Correctly Identified as Clean 750 | Git Repository,.net,100KB/s to 1MB/s,352,7116020.0,585,NO,655.0,NO,2,5.26,-0.278036867,85,NO,Correctly Identified as Clean 751 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,53,5016305.0,631,YES,433.0,YES,1,4.81,-0.138393124,72,NO,Correctly Identified as Clean 752 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,403,27348170.0,764,NO,4626.0,YES,3,3.87,0.858121988,85,NO,Correctly Identified as Clean 753 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,95,11963545.0,582,YES,1274.0,YES,2,5.11,0.418785079,74,NO,Incorrecty Identified as Malware 754 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,36,22129201.0,393,YES,,NO,3,4.08,-0.057286859,100,YES,Correctly Identified as Malware 755 | Git Repository,.net,100KB/s to 1MB/s,256,4466688.0,640,YES,380.0,YES,1,5.45,0.72889949,62,YES,Correctly Identified as Malware 756 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,475,6671620.0,534,YES,606.0,YES,3,5.46,1.155966637,76,NO,Correctly Identified as Clean 757 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,145,1401245.0,493,YES,108.0,NO,2,4.72,-0.255717174,73,YES,Correctly Identified as Malware 758 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,100,219261.0,688,YES,,YES,2,4.65,-0.288991837,71,NO,Correctly Identified as Clean 759 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,571,3462776.0,650,NO,285.0,NO,1,5.77,0.597499934,82,YES,Correctly Identified as Malware 760 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,207,12156582.0,521,YES,1303.0,YES,1,5.58,0.42003032,103,NO,Correctly Identified as Clean 761 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,190,794763.0,625,YES,60.0,YES,1,4.76,-1.184282214,86,NO,Correctly Identified as Clean 762 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,202,646740.0,449,YES,49.0,YES,1,4.4,1.416561136,56,YES,Correctly Identified as Malware 763 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,503,3922967.0,564,YES,328.0,YES,3,5.5,-0.253870624,68,YES,Correctly Identified as Malware 764 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,205,19376520.0,498,NO,2580.0,YES,2,5.69,-0.231184285,52,NO,Correctly Identified as Clean 765 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,289,3540127.0,588,NO,,YES,2,4.53,-0.129449151,57,YES,Correctly Identified as Malware 766 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,309,8575120.0,504,NO,,NO,2,5.56,1.384527477,86,NO,Correctly Identified as Clean 767 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,601,16950148.0,514,NO,2098.0,NO,2,5.69,-1.451941568,75,NO,Correctly Identified as Clean 768 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,668,10239441.0,674,YES,1036.0,YES,2,4.12,0.636105886,58,NO,Correctly Identified as Clean 769 | Linked Directly to Google Search Result,.org,1MB/s to 10MB/s,138,5139299.0,464,NO,446.0,NO,1,4.5,0.596243499,65,YES,Correctly Identified as Malware 770 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,417,18491870.0,363,NO,2397.0,YES,2,4.97,-0.3368867,40,YES,Correctly Identified as Malware 771 | Git Repository,.com,100KB/s to 1MB/s,334,28266966.0,779,NO,,YES,2,4.47,-0.449652578,82,NO,Incorrecty Identified as Malware 772 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,349,14857460.0,668,YES,1727.0,YES,2,4.02,-1.688327151,58,NO,Correctly Identified as Clean 773 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,219,3238273.0,565,YES,265.0,YES,1,5.1,0.77709546,65,YES,Correctly Identified as Malware 774 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,223,17770350.0,480,YES,2254.0,YES,2,4.98,-0.257605752,73,YES,Correctly Identified as Malware 775 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,231,5569512.0,624,NO,489.0,NO,3,5.52,1.776769879,60,NO,Correctly Identified as Clean 776 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,169,15588119.0,765,NO,1852.0,NO,2,5.25,0.990411266,56,YES,Incorrectly Identified as Clean 777 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,410,13655275.0,776,NO,1531.0,NO,1,5.25,-0.782426319,68,YES,Incorrectly Identified as Clean 778 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,334,7471496.0,597,NO,695.0,NO,3,5.58,-2.352472804,61,YES,Incorrectly Identified as Clean 779 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,484,2964402.0,525,NO,241.0,YES,2,5.22,1.603712147,50,YES,Correctly Identified as Malware 780 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,551,7415874.0,622,NO,689.0,YES,2,5.81,-0.199211019,58,YES,Correctly Identified as Malware 781 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,139,1743329.0,502,NO,136.0,YES,2,5.05,-0.946516008,54,YES,Correctly Identified as Malware 782 | Linked Directly to Google Search Result,.com,Greater than 10MB/s,91,12935819.0,656,YES,1419.0,YES,2,4.23,-0.709882963,88,NO,Correctly Identified as Clean 783 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,24,2660106.0,630,YES,214.0,YES,2,5.72,0.352017857,64,YES,Correctly Identified as Malware 784 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,295,4415747.0,717,NO,375.0,NO,2,4.99,-0.432702835,77,NO,Incorrecty Identified as Malware 785 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,91,14046544.0,633,YES,1593.0,YES,2,4.95,-0.791452902,58,YES,Correctly Identified as Malware 786 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,385,550734.0,546,NO,41.0,NO,1,4.17,-0.247788916,62,NO,Correctly Identified as Clean 787 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,364,20386726.0,739,YES,2798.0,YES,2,3.98,1.673331408,64,NO,Correctly Identified as Clean 788 | Git Repository,.net.au,1MB/s to 10MB/s,283,6035361.0,395,YES,538.0,YES,3,4.79,0.822572637,55,YES,Correctly Identified as Malware 789 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,675,9655582.0,616,YES,960.0,NO,2,4.48,-1.726015889,68,NO,Correctly Identified as Clean 790 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,124,14013055.0,530,NO,1588.0,YES,1,4.97,1.347047065,31,YES,Incorrectly Identified as Clean 791 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,547,15336134.0,616,YES,1808.0,YES,3,5.24,-0.599860692,75,YES,Correctly Identified as Malware 792 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,339,18281386.0,637,YES,2355.0,NO,1,5.38,1.049827705,66,NO,Incorrecty Identified as Malware 793 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,194,14723869.0,518,NO,1704.0,NO,2,4.86,-0.419467763,67,NO,Correctly Identified as Clean 794 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,184,6493154.0,538,YES,,NO,2,5.15,-1.400295393,70,NO,Incorrecty Identified as Malware 795 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,350,4093411.0,657,YES,344.0,YES,2,4.46,-1.371883107,57,NO,Correctly Identified as Clean 796 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,90,7223263.0,564,YES,667.0,YES,2,4.79,-0.001310132,63,NO,Correctly Identified as Clean 797 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,45,6930868.0,614,NO,634.0,YES,2,4.3,-1.672621582,76,NO,Correctly Identified as Clean 798 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,428,3964602.0,547,NO,332.0,YES,2,5.5,-1.821696599,50,YES,Incorrectly Identified as Clean 799 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,293,3938084.0,498,NO,329.0,NO,1,5.05,1.994547976,78,NO,Correctly Identified as Clean 800 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,207,14026532.0,442,NO,1590.0,YES,2,5.57,-0.432380969,75,YES,Correctly Identified as Malware 801 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,193,573884.0,570,NO,43.0,YES,3,4.81,0.939688476,81,YES,Correctly Identified as Malware 802 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,641,2217553.0,641,YES,176.0,YES,1,4.56,-0.362044372,62,NO,Correctly Identified as Clean 803 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,47,2414533.0,438,YES,193.0,YES,3,5.1,0.650750593,46,YES,Incorrectly Identified as Clean 804 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,349,6777288.0,493,NO,618.0,YES,2,4.63,1.29958927,66,YES,Correctly Identified as Malware 805 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,353,11323607.0,577,NO,1183.0,YES,2,4.85,-0.662274482,62,YES,Incorrectly Identified as Clean 806 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,615,10028431.0,676,NO,1008.0,YES,3,4.25,0.957300086,57,NO,Correctly Identified as Clean 807 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,470,7752246.0,422,YES,727.0,YES,1,5.58,1.020595105,61,YES,Correctly Identified as Malware 808 | Git Repository,.gov,100KB/s to 1MB/s,159,3601514.0,579,YES,298.0,YES,1,4.51,-1.23726256,93,NO,Correctly Identified as Clean 809 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,474,2638532.0,559,YES,212.0,NO,2,5.11,-0.276648265,57,NO,Incorrecty Identified as Malware 810 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,122,9370891.0,731,NO,923.0,NO,3,5.49,1.32798288,70,YES,Correctly Identified as Malware 811 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,68,9328133.0,567,YES,918.0,YES,1,4.08,1.019163726,86,NO,Correctly Identified as Clean 812 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,154,21157232.0,632,NO,2971.0,YES,1,4.97,1.667845913,82,YES,Correctly Identified as Malware 813 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,102,4253278.0,636,YES,359.0,YES,3,5.24,1.923730346,94,YES,Correctly Identified as Malware 814 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,113,4550614.0,599,YES,388.0,YES,4,4.28,-0.588675323,53,NO,Correctly Identified as Clean 815 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,75,387188.0,493,NO,29.0,NO,2,4.78,1.403412581,74,YES,Correctly Identified as Malware 816 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,207,4120168.0,650,YES,346.0,NO,28,5.2,-0.93292693,73,NO,Correctly Identified as Clean 817 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,194,1446057.0,518,YES,112.0,NO,2,5.01,-2.527515069,65,NO,Correctly Identified as Clean 818 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,181,12537492.0,613,NO,1359.0,NO,2,5.22,-0.389670359,62,NO,Correctly Identified as Clean 819 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,52,4293388.0,576,YES,363.0,NO,3,5.28,-0.055579898,77,NO,Correctly Identified as Clean 820 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,80,9592231.0,655,NO,951.0,NO,2,4.87,-0.668042106,81,NO,Incorrecty Identified as Malware 821 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,42,4225637.0,607,YES,356.0,YES,1,4.35,-2.477862104,68,NO,Correctly Identified as Clean 822 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,46,6991756.0,615,NO,641.0,YES,2,4.74,-1.07383787,75,YES,Incorrectly Identified as Clean 823 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,517,831824.0,566,NO,,YES,2,4.14,-0.209258302,43,NO,Correctly Identified as Clean 824 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,390,6256809.0,547,YES,561.0,YES,2,4.53,0.603056519,50,NO,Correctly Identified as Clean 825 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,93,11390752.0,544,NO,1193.0,YES,2,5.1,0.663279186,78,YES,Incorrectly Identified as Clean 826 | Git Repository,.net,100KB/s to 1MB/s,598,9796920.0,65535,YES,978.0,NO,3,4.6,-0.862198118,87,NO,Correctly Identified as Clean 827 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,690,4192913.0,666,YES,353.0,NO,2,5.79,0.430354665,66,YES,Incorrectly Identified as Clean 828 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,183,1761667.0,550,NO,138.0,NO,1,5.44,-1.242718073,68,NO,Correctly Identified as Clean 829 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,166,11073524.0,700,YES,1148.0,NO,2,5.29,0.971464503,84,NO,Correctly Identified as Clean 830 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,375,8860896.0,577,YES,860.0,YES,2,4.51,0.172007718,66,NO,Correctly Identified as Clean 831 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,179,15437015.0,363,YES,1826.0,YES,2,5.72,0.585330084,61,NO,Correctly Identified as Clean 832 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,636,4191732.0,583,YES,353.0,NO,2,5.3,-0.457963167,83,NO,Incorrecty Identified as Malware 833 | Wordpress Powered Web Site,.com,Greater than 10MB/s,118,9791221.0,595,NO,977.0,YES,4,4.47,-0.011102238,65,NO,Correctly Identified as Clean 834 | Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,197,16919179.0,471,YES,2092.0,YES,3,4.81,0.940527529,42,YES,Incorrectly Identified as Clean 835 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,299,9244742.0,657,NO,907.0,NO,1,5.07,-0.415905771,62,NO,Correctly Identified as Clean 836 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,177,18486518.0,495,YES,2396.0,YES,2,5.18,-0.798898124,71,YES,Correctly Identified as Malware 837 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,340,1258199.0,554,YES,97.0,YES,1,5.45,-1.354481153,70,NO,Correctly Identified as Clean 838 | University Web Pages,.net,100KB/s to 1MB/s,37,10891449.0,680,YES,1123.0,NO,3,5.34,0.18813131,64,NO,Correctly Identified as Clean 839 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,367,307522.0,616,YES,23.0,NO,1,5.8,-0.918340883,78,YES,Incorrectly Identified as Clean 840 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,315,3230552.0,630,YES,264.0,YES,2,4.45,-0.598077073,78,NO,Correctly Identified as Clean 841 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,1030,11772966.0,467,YES,1247.0,YES,2,5.51,-0.04233107,71,NO,Correctly Identified as Clean 842 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,402,3980111.0,595,NO,333.0,YES,2,5.2,0.388726314,64,YES,Incorrectly Identified as Clean 843 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,331,776180.0,604,NO,59.0,YES,1,4.51,-0.014459716,63,NO,Correctly Identified as Clean 844 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,379,577424.0,528,NO,43.0,YES,2,4.42,-0.387065267,82,YES,Incorrectly Identified as Clean 845 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,723,8017771.0,289,NO,758.0,YES,2,4.71,-0.57823975,49,YES,Correctly Identified as Malware 846 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,361,13725982.0,651,YES,1542.0,NO,1,5.34,-0.627014264,76,YES,Incorrectly Identified as Clean 847 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,22,7332384.0,627,YES,,YES,3,5.92,-0.076845488,67,YES,Correctly Identified as Malware 848 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,64,8258650.0,612,NO,787.0,YES,2,4.67,-0.694121493,61,NO,Incorrecty Identified as Malware 849 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,315,3222891.0,461,NO,,NO,2,4.55,-0.742765012,67,YES,Incorrectly Identified as Clean 850 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,52,3400303.0,603,NO,280.0,YES,3,5.82,0.798389442,79,YES,Correctly Identified as Malware 851 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,134,3014440.0,554,NO,,NO,2,4.58,0.461370567,72,NO,Correctly Identified as Clean 852 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,524,3965096.0,482,YES,332.0,NO,1,4.55,0.356998584,104,YES,Correctly Identified as Malware 853 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,71,4064159.0,593,YES,341.0,YES,1,5.41,1.078544493,83,YES,Correctly Identified as Malware 854 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,172,30287235.0,481,YES,5597.0,NO,2,5.06,0.007083124,68,NO,Correctly Identified as Clean 855 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,257,5006247.0,525,NO,432.0,YES,2,5.74,-1.505833835,65,YES,Incorrectly Identified as Clean 856 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,261,1526291.0,636,NO,118.0,YES,1,4.49,-2.173296331,64,NO,Correctly Identified as Clean 857 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,58,5700711.0,564,NO,503.0,YES,2,5.59,0.044297255,47,YES,Incorrectly Identified as Clean 858 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,326,5721867.0,486,NO,505.0,YES,2,4.89,0.358542025,86,YES,Correctly Identified as Malware 859 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,587,6448289.0,597,NO,582.0,YES,1,4.52,-0.57740883,64,NO,Correctly Identified as Clean 860 | Wordpress Powered Web Site,.com,1MB/s to 10MB/s,63,6993885.0,606,NO,,YES,2,4.82,1.038684167,50,NO,Correctly Identified as Clean 861 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,320,3721.0,545,YES,0.0,YES,1,5.01,0.754834731,48,NO,Correctly Identified as Clean 862 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,257,4798690.0,584,NO,412.0,NO,3,5.02,1.324370167,80,NO,Incorrecty Identified as Malware 863 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,447,4130909.0,486,YES,347.0,YES,3,5.27,0.554984289,62,YES,Correctly Identified as Malware 864 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,237,974547.0,663,NO,74.0,YES,1,5.57,1.494505929,76,YES,Correctly Identified as Malware 865 | Well Known Software Download Websites,.org,100KB/s to 1MB/s,85,20077671.0,450,YES,2730.0,NO,2,4.75,0.327078872,64,NO,Correctly Identified as Clean 866 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,547,2821488.0,645,YES,228.0,NO,2,4.87,0.46627679,84,NO,Correctly Identified as Clean 867 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,527,6341738.0,566,YES,570.0,YES,1,4.55,1.247833725,57,NO,Incorrecty Identified as Malware 868 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,355,4505212.0,652,NO,383.0,YES,4,5.32,-0.748129617,107,YES,Correctly Identified as Malware 869 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,324,7315158.0,590,YES,677.0,YES,2,5.32,-1.52639878,92,NO,Correctly Identified as Clean 870 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,251,25780466.0,595,YES,4160.0,NO,1,3.68,-1.472416771,93,YES,Correctly Identified as Malware 871 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,217,5045599.0,621,YES,436.0,YES,2,5.43,-0.427226848,53,YES,Incorrectly Identified as Clean 872 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,865,1853426.0,608,YES,,NO,2,4.59,-0.144014059,86,NO,Correctly Identified as Clean 873 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,678,2089102.0,594,NO,165.0,YES,3,5.31,-0.173822462,51,NO,Correctly Identified as Clean 874 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,73,22427764.0,564,NO,3272.0,NO,1,4.89,0.606164746,75,NO,Correctly Identified as Clean 875 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,197,509387.0,622,YES,38.0,NO,2,5.15,2.912877895,41,NO,Correctly Identified as Clean 876 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,68,249404.0,614,YES,18.0,YES,2,4.2,1.253902818,47,NO,Correctly Identified as Clean 877 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,128,6795681.0,699,NO,,NO,2,5.23,-1.337387511,82,NO,Correctly Identified as Clean 878 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,110,1924841.0,630,NO,151.0,YES,1,4.63,0.828170118,80,NO,Correctly Identified as Clean 879 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,345,2737994.0,593,NO,,YES,2,5.5,0.240615697,61,YES,Correctly Identified as Malware 880 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,123,21376887.0,366,NO,3022.0,NO,3,3.92,-1.355374514,45,YES,Incorrectly Identified as Clean 881 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,180,6021288.0,583,YES,536.0,NO,1,4.89,0.553017253,68,YES,Correctly Identified as Malware 882 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,130,1446008.0,668,NO,,NO,2,5.09,0.296236859,64,NO,Correctly Identified as Clean 883 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,554,5920285.0,652,NO,526.0,YES,1,3.94,0.78468744,50,NO,Correctly Identified as Clean 884 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,600,16794416.0,464,YES,2069.0,NO,2,4.87,1.066783652,87,NO,Correctly Identified as Clean 885 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,259,10829087.0,575,YES,1115.0,YES,3,4.01,-1.527801621,33,NO,Incorrecty Identified as Malware 886 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,124,15907136.0,492,NO,1908.0,NO,1,4.48,0.792063624,70,NO,Correctly Identified as Clean 887 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,98,520904.0,626,NO,39.0,YES,1,5.6,0.761788193,58,YES,Incorrectly Identified as Clean 888 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,131,5106784.0,605,NO,,YES,1,4.86,1.063122217,69,NO,Correctly Identified as Clean 889 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,278,3550166.0,675,YES,,YES,2,4.09,-0.925489108,75,NO,Correctly Identified as Clean 890 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,673,4565953.0,544,NO,389.0,NO,1,4.88,-1.952319329,89,YES,Incorrectly Identified as Clean 891 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,43,17319470.0,533,YES,2167.0,NO,2,5.13,1.030230616,73,NO,Incorrecty Identified as Malware 892 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,185,13062048.0,310,YES,1438.0,NO,2,4.3,1.444813484,86,YES,Correctly Identified as Malware 893 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,257,2992780.0,609,NO,243.0,YES,1,5.28,-0.884863635,94,YES,Correctly Identified as Malware 894 | University Web Pages,.gov,100KB/s to 1MB/s,270,1356509.0,561,NO,,YES,2,5.59,-1.042059814,66,YES,Correctly Identified as Malware 895 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,378,1354609.0,591,NO,104.0,YES,1,5.21,1.382303808,84,YES,Correctly Identified as Malware 896 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,71,5689406.0,719,YES,502.0,NO,2,4.77,-0.949611996,63,YES,Correctly Identified as Malware 897 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,208,14625096.0,629,YES,1688.0,YES,3,4.52,0.465093583,100,NO,Correctly Identified as Clean 898 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,166,4738355.0,591,YES,406.0,YES,3,4.6,-0.643148015,91,NO,Correctly Identified as Clean 899 | Well Known Software Download Websites,.edu,1MB/s to 10MB/s,57,477050.0,263,NO,36.0,YES,4,4.64,1.353898896,90,YES,Incorrectly Identified as Clean 900 | Exposed Corporate Intranet Pages,.net,100KB/s to 1MB/s,519,3630935.0,638,YES,,NO,2,5.38,0.277728352,73,NO,Correctly Identified as Clean 901 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,153,16785737.0,456,YES,,NO,1,4.2,0.250903359,42,YES,Correctly Identified as Malware 902 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,177,14702713.0,560,NO,1701.0,NO,1,5.69,-0.29419315,71,NO,Correctly Identified as Clean 903 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,292,13628384.0,588,YES,1526.0,YES,2,5.02,0.637663534,80,YES,Incorrectly Identified as Clean 904 | Git Repository,.com,100KB/s to 1MB/s,282,12581600.0,632,YES,1365.0,YES,1,4.52,0.406071912,60,NO,Correctly Identified as Clean 905 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,152,8407202.0,486,NO,805.0,NO,1,5.58,0.362014998,73,NO,Correctly Identified as Clean 906 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,179,7202274.0,712,NO,665.0,NO,2,5.39,-1.233021903,37,YES,Correctly Identified as Malware 907 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,515,14724578.0,587,YES,1704.0,NO,1,5.34,0.775716952,60,NO,Correctly Identified as Clean 908 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,342,9907695.0,499,YES,992.0,YES,1,5.47,-1.175299761,80,NO,Correctly Identified as Clean 909 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,285,18366547.0,561,NO,2372.0,NO,1,4.12,0.465961731,41,YES,Incorrectly Identified as Clean 910 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,203,3583281.0,594,NO,296.0,YES,2,5.7,-0.198319842,81,YES,Incorrectly Identified as Clean 911 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,102,244655.0,586,NO,18.0,YES,1,5.58,-0.074859424,77,YES,Correctly Identified as Malware 912 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,108,5029234.0,642,NO,435.0,NO,2,5.74,2.096189693,110,YES,Incorrectly Identified as Clean 913 | Git Repository,.com,1MB/s to 10MB/s,600,9001.0,536,YES,0.0,NO,2,4.97,0.408210737,92,NO,Correctly Identified as Clean 914 | Linked to Web Search Advertisment,.com,1MB/s to 10MB/s,162,12990264.0,517,NO,1427.0,NO,3,4.38,-2.207093968,48,YES,Correctly Identified as Malware 915 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,359,6731348.0,694,NO,612.0,YES,2,5.02,1.822296543,74,YES,Incorrectly Identified as Clean 916 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,218,8290626.0,613,YES,,YES,3,4.16,-0.15201256,88,NO,Correctly Identified as Clean 917 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,156,235542.0,478,NO,17.0,YES,1,5.17,0.629595268,41,NO,Correctly Identified as Clean 918 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,63,4466769.0,565,YES,380.0,YES,1,5.35,0.915823103,50,YES,Correctly Identified as Malware 919 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,867,3898582.0,658,NO,326.0,YES,2,4.4,2.300130825,56,NO,Correctly Identified as Clean 920 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,448,2952188.0,579,YES,239.0,YES,2,5.09,0.366641854,69,YES,Correctly Identified as Malware 921 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,81,14959219.0,556,NO,1744.0,NO,2,4.9,-0.369545751,63,NO,Correctly Identified as Clean 922 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,204,4223212.0,688,YES,356.0,NO,2,5.21,1.135460158,58,NO,Incorrecty Identified as Malware 923 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,52,6704071.0,554,YES,610.0,YES,2,4.85,-0.66395272,60,YES,Correctly Identified as Malware 924 | Git Repository,.edu,100KB/s to 1MB/s,323,5133340.0,865,NO,,NO,1,5.91,-1.041231281,49,YES,Correctly Identified as Malware 925 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,106,13856651.0,630,NO,1563.0,NO,2,4.84,0.341765749,67,NO,Correctly Identified as Clean 926 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,271,5273749.0,604,NO,459.0,NO,2,4.42,-0.247634246,100,YES,Correctly Identified as Malware 927 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,299,10099087.0,541,YES,1017.0,YES,2,5.37,0.784881613,66,NO,Correctly Identified as Clean 928 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,65,7330365.0,629,YES,679.0,YES,2,3.86,0.172579603,92,NO,Correctly Identified as Clean 929 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,285,1572420.0,537,YES,122.0,YES,2,5.29,1.358171291,67,NO,Correctly Identified as Clean 930 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,408,6207116.0,579,NO,556.0,NO,2,5.66,-1.934184665,71,NO,Correctly Identified as Clean 931 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,457,10029143.0,540,YES,1008.0,YES,1,5.21,-0.965337992,64,NO,Correctly Identified as Clean 932 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,248,11607649.0,686,YES,1223.0,YES,2,4.55,1.199509136,83,NO,Correctly Identified as Clean 933 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,88,14323005.0,569,NO,1638.0,NO,2,5.44,-0.460442539,77,NO,Correctly Identified as Clean 934 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,407,2099282.0,646,YES,166.0,YES,1,4.52,-0.435167738,44,NO,Incorrecty Identified as Malware 935 | Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,241,1694431.0,531,NO,132.0,NO,2,5.17,-1.805868158,62,NO,Correctly Identified as Clean 936 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,567,7059246.0,689,YES,649.0,YES,3,3.49,-0.419643654,67,NO,Correctly Identified as Clean 937 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,368,14490947.0,549,YES,1666.0,NO,2,5.33,0.013762179,77,NO,Correctly Identified as Clean 938 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,54,11026715.0,765,NO,1142.0,NO,1,5.88,0.036661948,62,YES,Incorrectly Identified as Clean 939 | Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,296,439327.0,527,NO,33.0,YES,3,4.57,-1.617973255,69,YES,Correctly Identified as Malware 940 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,51,10137772.0,717,NO,1022.0,YES,2,4.26,0.205060018,66,NO,Correctly Identified as Clean 941 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,167,3940858.0,653,NO,330.0,YES,2,4.5,0.329642517,55,NO,Correctly Identified as Clean 942 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,118,4383326.0,466,NO,,YES,2,4.54,-1.212510452,59,YES,Correctly Identified as Malware 943 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,123,6134954.0,623,YES,548.0,NO,1,5.47,-1.695706021,62,NO,Correctly Identified as Clean 944 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,161,14085719.0,702,NO,1599.0,YES,2,3.82,-0.336197195,77,NO,Incorrecty Identified as Malware 945 | Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,558,2459053.0,633,NO,196.0,YES,2,4.31,-0.316311492,86,NO,Incorrecty Identified as Malware 946 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,554,24801939.0,751,YES,3887.0,YES,2,4.04,1.314535971,77,NO,Correctly Identified as Clean 947 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,445,3099376.0,549,YES,253.0,YES,2,5.04,0.673023969,72,YES,Correctly Identified as Malware 948 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,261,21523132.0,651,NO,3056.0,YES,2,4.93,0.513998532,78,NO,Correctly Identified as Clean 949 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,201,8373344.0,678,YES,801.0,YES,2,4.77,0.925917136,80,NO,Incorrecty Identified as Malware 950 | Git Repository,.net,100KB/s to 1MB/s,259,1021304.0,471,NO,78.0,YES,2,5.46,0.287107176,59,NO,Incorrecty Identified as Malware 951 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,218,6167287.0,580,YES,552.0,YES,1,5.28,-2.051921271,74,YES,Correctly Identified as Malware 952 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,113,5083743.0,673,YES,440.0,YES,2,5.04,-0.485993993,71,YES,Incorrectly Identified as Clean 953 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,281,6310870.0,652,NO,567.0,NO,4,5.55,1.836905681,46,YES,Correctly Identified as Malware 954 | Well Known Software Download Websites,.net,1MB/s to 10MB/s,486,1702651.0,727,NO,133.0,NO,2,5.19,0.597042666,64,NO,Correctly Identified as Clean 955 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,240,7978683.0,719,YES,754.0,NO,2,5.67,2.413836024,77,YES,Correctly Identified as Malware 956 | Well Known Software Download Websites,.gov,1MB/s to 10MB/s,467,4376312.0,414,NO,371.0,YES,2,4.51,0.111806534,85,YES,Correctly Identified as Malware 957 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,371,7853097.0,759,NO,739.0,NO,2,4.87,-1.479838479,78,NO,Correctly Identified as Clean 958 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,466,4390713.0,618,YES,372.0,NO,2,5.13,-0.592683654,67,NO,Correctly Identified as Clean 959 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,160,3457476.0,597,NO,285.0,NO,2,5.92,-0.405679155,67,NO,Correctly Identified as Clean 960 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,211,8216182.0,599,NO,782.0,NO,3,5.11,-2.15089004,87,NO,Incorrecty Identified as Malware 961 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,171,1945899.0,623,YES,153.0,NO,1,5.55,0.856415811,63,NO,Correctly Identified as Clean 962 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,125,20486543.0,600,NO,2820.0,NO,3,5.0,-0.241324554,98,NO,Correctly Identified as Clean 963 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,182,2136444.0,564,YES,169.0,NO,1,4.91,-0.805074497,83,NO,Correctly Identified as Clean 964 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,180,17901267.0,591,YES,2280.0,YES,1,4.79,-0.099026769,66,NO,Correctly Identified as Clean 965 | Git Repository,.net,100KB/s to 1MB/s,104,5912281.0,598,NO,525.0,YES,2,4.48,-2.270827918,67,NO,Correctly Identified as Clean 966 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,121,19123915.0,481,NO,2527.0,YES,1,5.11,-0.135230506,99,YES,Correctly Identified as Malware 967 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,133,530849.0,560,NO,40.0,NO,2,5.47,-0.480932939,68,NO,Correctly Identified as Clean 968 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,201,18488556.0,618,NO,,NO,2,4.96,0.183484637,56,NO,Correctly Identified as Clean 969 | Git Repository,.net,100KB/s to 1MB/s,413,6464711.0,602,YES,584.0,NO,2,5.32,-0.812675748,67,NO,Correctly Identified as Clean 970 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,56,12974933.0,430,NO,1425.0,YES,2,5.37,-1.036415211,62,YES,Correctly Identified as Malware 971 | Git Repository,.com,100KB/s to 1MB/s,359,2327950.0,568,NO,185.0,YES,2,5.47,1.245143308,60,YES,Correctly Identified as Malware 972 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,586,710387.0,494,NO,53.0,YES,2,5.33,0.551076644,65,NO,Correctly Identified as Clean 973 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,616,1615960.0,543,NO,126.0,YES,3,5.43,1.009027892,77,NO,Correctly Identified as Clean 974 | Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,142,5574851.0,506,NO,490.0,YES,1,4.77,-0.12722016,88,YES,Incorrectly Identified as Clean 975 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,742,5204131.0,532,YES,452.0,YES,1,5.45,0.858492885,102,NO,Correctly Identified as Clean 976 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,478,5567179.0,540,NO,489.0,NO,2,5.35,-0.30276972,54,NO,Correctly Identified as Clean 977 | Wordpress Powered Web Site,.net,100KB/s to 1MB/s,91,4225009.0,556,NO,356.0,NO,1,5.75,-0.698698963,83,NO,Incorrecty Identified as Malware 978 | Wordpress Powered Web Site,.com,100KB/s to 1MB/s,281,13936177.0,748,YES,1575.0,YES,2,4.56,0.283427782,84,NO,Correctly Identified as Clean 979 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,241,12386242.0,566,YES,1336.0,NO,2,4.71,-0.957617264,61,NO,Incorrecty Identified as Malware 980 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,752,21932139.0,476,YES,3153.0,NO,2,3.81,-0.789342516,87,YES,Correctly Identified as Malware 981 | Well Known Software Download Websites,.edu,100KB/s to 1MB/s,166,8493988.0,527,YES,,NO,3,5.4,1.75825721,51,NO,Correctly Identified as Clean 982 | Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,460,7664417.0,488,YES,717.0,NO,3,5.34,0.288982027,52,NO,Correctly Identified as Clean 983 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,787,8987741.0,517,YES,875.0,YES,2,5.21,-1.20220808,79,NO,Correctly Identified as Clean 984 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,316,4390762.0,540,YES,372.0,NO,3,5.37,-1.903596366,68,NO,Correctly Identified as Clean 985 | Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,44,5287781.0,534,YES,461.0,YES,1,5.73,-0.874209051,65,YES,Correctly Identified as Malware 986 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,671,9925111.0,620,YES,994.0,NO,2,5.02,1.414215689,76,NO,Incorrecty Identified as Malware 987 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,192,24405325.0,785,YES,3779.0,NO,1,4.83,-0.304336905,90,NO,Correctly Identified as Clean 988 | Wordpress Powered Web Site,.net,1MB/s to 10MB/s,374,22807899.0,535,NO,3366.0,NO,1,4.89,-1.257741223,66,NO,Correctly Identified as Clean 989 | Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,399,1469303.0,652,NO,114.0,YES,2,5.51,-0.011806015,46,YES,Correctly Identified as Malware 990 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,44,14058405.0,610,YES,1595.0,YES,3,4.34,0.349797455,53,NO,Correctly Identified as Clean 991 | Well Known Software Download Websites,.gov,100KB/s to 1MB/s,130,7527878.0,673,YES,702.0,YES,2,4.32,-0.023625888,95,NO,Correctly Identified as Clean 992 | Well Known Software Download Websites,.com,1MB/s to 10MB/s,228,8925218.0,712,YES,868.0,NO,2,4.71,1.358958563,50,NO,Incorrecty Identified as Malware 993 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,61,4364370.0,525,NO,370.0,YES,1,5.41,0.101080062,63,YES,Correctly Identified as Malware 994 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,38,11244633.0,601,NO,1172.0,YES,3,4.63,0.61615241,46,NO,Correctly Identified as Clean 995 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,66,19047608.0,619,NO,2511.0,YES,1,5.0,0.442291414,99,NO,Correctly Identified as Clean 996 | Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,509,5059088.0,588,NO,,NO,3,5.06,0.490861646,81,NO,Correctly Identified as Clean 997 | Well Known Software Download Websites,.net,100KB/s to 1MB/s,305,6023991.0,640,NO,537.0,NO,1,5.09,-0.488365699,89,NO,Correctly Identified as Clean 998 | Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,669,6916548.0,443,NO,633.0,YES,1,4.81,-0.788990406,79,YES,Correctly Identified as Malware 999 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,188,7122257.0,601,YES,656.0,NO,1,5.61,-0.688193958,55,YES,Incorrectly Identified as Clean 1000 | Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,387,9495056.0,600,YES,,NO,3,4.41,1.957911921,70,YES,Correctly Identified as Malware 1001 | Well Known Software Download Websites,.com,100KB/s to 1MB/s,337,8534615.0,608,NO,820.0,YES,1,4.82,-0.832474832,78,YES,Correctly Identified as Malware 1002 | -------------------------------------------------------------------------------- /source-data/temp/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ismaildawoodjee/aws-data-pipeline/a904ec320c69abbf1864af919feff2e4991586bb/source-data/temp/.gitkeep -------------------------------------------------------------------------------- /source-data/temp/malware_files_sample.csv: -------------------------------------------------------------------------------- 1 | time_received,download_source,top_level_domain,download_speed,ping_time_to_server,file_size_bytes,how_many_times_file_seen,executable_code_maybe_present_in_headers,calls_to_low_level_system_libraries,evidence_of_code_obfuscation,threads_started,mean_word_length_of_extracted_strings,similarity_score,characters_in_url,actually_malicious,initial_statistical_analysis 2 | 2022-01-19 00:11:28.262012,Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,17,2821960.0,414,NO,,YES,3,4.6,-0.784388542,106,YES,Incorrectly Identified as Clean 3 | 2022-01-19 00:21:55.460396,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,313,24032743.0,608,NO,3680.0,YES,1,4.7,-0.031557775,47,NO,Correctly Identified as Clean 4 | 2022-01-19 00:30:22.529869,Well Known Software Download Websites,.net,1MB/s to 10MB/s,309,2383178.0,582,NO,190.0,YES,2,4.93,-0.057689597,100,NO,Correctly Identified as Clean 5 | 2022-01-19 00:38:03.035145,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,276,19929308.0,379,NO,2698.0,NO,2,3.86,-1.045226643,82,YES,Incorrectly Identified as Clean 6 | 2022-01-19 00:48:34.711833,Git Repository,.gov,1MB/s to 10MB/s,109,13093610.0,442,NO,1443.0,NO,2,4.36,0.048189194,50,YES,Correctly Identified as Malware 7 | 2022-01-19 00:56:51.035792,Well Known Software Download Websites,.edu,1MB/s to 10MB/s,23,9392677.0,604,YES,926.0,NO,2,5.41,0.609338074,40,NO,Correctly Identified as Clean 8 | 2022-01-19 01:06:56.389173,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,140,14741452.0,496,YES,1707.0,YES,1,5.06,-0.056676746,56,YES,Correctly Identified as Malware 9 | 2022-01-19 01:17:02.257997,Well Known Software Download Websites,.net,100KB/s to 1MB/s,535,6657968.0,502,NO,,YES,2,5.79,-1.504138233,82,YES,Incorrectly Identified as Clean 10 | 2022-01-19 01:26:38.145756,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,280,26601786.0,685,NO,4400.0,YES,2,4.79,0.083337281,80,NO,Correctly Identified as Clean 11 | 2022-01-19 01:35:56.976847,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,105,8359206.0,629,NO,,NO,1,5.0,-1.964351842,62,NO,Correctly Identified as Clean 12 | 2022-01-19 01:44:25.810581,University Web Pages,.com,100KB/s to 1MB/s,438,3094809.0,625,NO,252.0,YES,1,4.64,-1.335522445,62,NO,Correctly Identified as Clean 13 | 2022-01-19 01:55:23.261592,Well Known Software Download Websites,.net.au,1MB/s to 10MB/s,128,11334222.0,214,NO,1185.0,YES,3,4.24,-1.259223025,105,YES,Correctly Identified as Malware 14 | 2022-01-19 02:06:18.20932,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,239,2319103.0,603,NO,184.0,NO,2,5.07,-1.087143138,49,NO,Correctly Identified as Clean 15 | 2022-01-19 02:14:54.887689,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,377,1348549.0,594,NO,104.0,YES,1,5.46,1.258296125,82,YES,Correctly Identified as Malware 16 | 2022-01-19 02:24:08.456292,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,509,14803099.0,683,NO,1718.0,YES,1,4.4,-0.456633161,86,NO,Correctly Identified as Clean 17 | 2022-01-19 02:34:07.389039,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,88,1101470.0,549,NO,,YES,2,4.59,0.548168792,72,NO,Correctly Identified as Clean 18 | 2022-01-19 02:44:08.151753,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,153,6440498.0,65535,YES,581.0,NO,2,4.32,-0.20742363,80,YES,Incorrectly Identified as Clean 19 | 2022-01-19 02:55:39.546945,University Web Pages,.edu,100KB/s to 1MB/s,707,8732184.0,651,NO,844.0,NO,2,5.73,0.576413558,66,YES,Incorrectly Identified as Clean 20 | 2022-01-19 03:07:33.054714,Wordpress Powered Web Site,.com,1MB/s to 10MB/s,201,613614.0,523,NO,,YES,2,4.52,-0.083842707,73,YES,Correctly Identified as Malware 21 | 2022-01-19 03:17:53.556338,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,264,12904767.0,576,NO,1414.0,NO,2,5.43,-0.178114141,68,NO,Incorrecty Identified as Malware 22 | 2022-01-19 03:26:42.94438,Well Known Software Download Websites,.com,100KB/s to 1MB/s,483,6903682.0,670,YES,631.0,YES,2,5.27,1.244184702,69,YES,Correctly Identified as Malware 23 | 2022-01-19 03:36:11.324574,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,211,4340745.0,498,NO,367.0,YES,2,4.77,-0.326058972,57,YES,Incorrectly Identified as Clean 24 | 2022-01-19 03:46:27.874397,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,443,17211175.0,680,NO,2147.0,YES,2,4.3,-0.501711903,30,NO,Correctly Identified as Clean 25 | 2022-01-19 03:56:31.884259,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,160,6094374.0,587,NO,544.0,NO,2,5.29,0.907002412,64,NO,Incorrecty Identified as Malware 26 | 2022-01-19 04:06:45.936759,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,733,4015977.0,617,YES,337.0,YES,1,4.61,-0.419681524,73,YES,Correctly Identified as Malware 27 | 2022-01-19 04:17:00.343792,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,126,4298746.0,619,YES,363.0,YES,2,5.58,0.087286175,66,YES,Correctly Identified as Malware 28 | 2022-01-19 04:27:50.473356,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,438,13499237.0,556,NO,1506.0,NO,2,5.25,-0.94127035,85,NO,Incorrecty Identified as Malware 29 | 2022-01-19 04:36:13.916422,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,315,3057677.0,708,YES,249.0,YES,2,5.3,-0.678524525,72,YES,Incorrectly Identified as Clean 30 | 2022-01-19 04:47:48.725144,Well Known Software Download Websites,.net,100KB/s to 1MB/s,168,6191236.0,499,YES,554.0,NO,1,4.78,-0.981613373,86,YES,Correctly Identified as Malware 31 | 2022-01-19 04:58:41.127428,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,73,11237656.0,607,YES,,NO,2,4.99,-1.539896246,73,NO,Correctly Identified as Clean 32 | 2022-01-19 05:08:07.369873,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,411,4842592.0,612,YES,416.0,YES,3,4.35,1.967535876,91,NO,Correctly Identified as Clean 33 | 2022-01-19 05:16:02.531817,Well Known Software Download Websites,.com,100KB/s to 1MB/s,100,3541935.0,547,NO,293.0,NO,2,5.44,-0.382769102,80,NO,Correctly Identified as Clean 34 | 2022-01-19 05:25:49.092894,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,86,3119989.0,475,NO,254.0,NO,3,5.51,-3.47964086,81,NO,Correctly Identified as Clean 35 | 2022-01-19 05:36:01.895832,Well Known Software Download Websites,.gov,Greater than 10MB/s,336,29636055.0,773,NO,5370.0,YES,1,4.18,1.036415288,60,NO,Correctly Identified as Clean 36 | 2022-01-19 05:46:33.101729,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,399,10979120.0,465,YES,,YES,2,4.96,0.287287624,76,YES,Incorrectly Identified as Clean 37 | 2022-01-19 05:56:02.886955,Well Known Software Download Websites,.edu,100KB/s to 1MB/s,320,5137020.0,579,YES,,YES,3,5.04,-1.017465502,68,YES,Incorrectly Identified as Clean 38 | 2022-01-19 06:06:09.662379,Well Known Software Download Websites,.com,1MB/s to 10MB/s,280,13321825.0,625,NO,1478.0,NO,3,5.62,-0.421683978,107,NO,Correctly Identified as Clean 39 | 2022-01-19 06:14:33.643932,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,394,5640464.0,522,NO,497.0,NO,1,4.83,0.775752647,75,NO,Correctly Identified as Clean 40 | 2022-01-19 06:23:04.706481,Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,333,900556.0,649,NO,68.0,YES,3,4.41,1.860570425,65,YES,Correctly Identified as Malware 41 | 2022-01-19 06:32:42.518402,Well Known Software Download Websites,.net,100KB/s to 1MB/s,506,9283647.0,597,NO,912.0,YES,1,4.9,-1.445609649,67,YES,Correctly Identified as Malware 42 | 2022-01-19 06:43:25.708219,Well Known Software Download Websites,.gov,1MB/s to 10MB/s,299,3303057.0,465,NO,271.0,YES,3,4.59,-0.479365834,38,YES,Incorrectly Identified as Clean 43 | 2022-01-19 06:52:44.952092,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,392,71417.0,505,YES,5.0,NO,1,4.76,-0.868306502,66,YES,Correctly Identified as Malware 44 | 2022-01-19 07:02:23.804416,Well Known Software Download Websites,.com,100KB/s to 1MB/s,304,7828400.0,634,YES,,NO,3,5.12,3.040152199,82,NO,Correctly Identified as Clean 45 | 2022-01-19 07:11:16.700328,Well Known Software Download Websites,.net,100KB/s to 1MB/s,67,35121.0,543,YES,2.0,YES,2,5.4,-0.062047726,78,YES,Incorrectly Identified as Clean 46 | 2022-01-19 07:20:27.806169,Well Known Software Download Websites,.gov,1MB/s to 10MB/s,255,5086250.0,680,NO,440.0,YES,2,4.69,-0.228183291,85,YES,Correctly Identified as Malware 47 | 2022-01-19 07:29:40.573304,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,50,4192043.0,639,NO,353.0,YES,1,5.33,-1.077763188,27,YES,Incorrectly Identified as Clean 48 | 2022-01-19 07:39:49.554618,University Web Pages,.com,1MB/s to 10MB/s,281,6150783.0,484,YES,550.0,YES,2,4.34,1.087345766,74,YES,Incorrectly Identified as Clean 49 | 2022-01-19 07:49:05.637838,Wordpress Powered Web Site,.com,1MB/s to 10MB/s,429,5252939.0,475,YES,457.0,YES,1,4.39,2.641060254,56,YES,Incorrectly Identified as Clean 50 | 2022-01-19 07:58:10.099928,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,394,5029879.0,589,YES,435.0,NO,2,5.51,1.124787406,80,NO,Correctly Identified as Clean 51 | 2022-01-19 08:07:24.827204,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,372,15425067.0,734,YES,,NO,1,5.22,-0.13275039,84,YES,Incorrectly Identified as Clean 52 | 2022-01-19 08:17:21.951479,Linked Directly to Google Search Result,.com,Greater than 10MB/s,525,11044392.0,608,YES,1144.0,YES,1,4.1,0.945506356,58,NO,Correctly Identified as Clean 53 | 2022-01-19 08:26:07.530968,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,430,2613297.0,582,NO,210.0,YES,2,4.75,-0.319449378,64,NO,Correctly Identified as Clean 54 | 2022-01-19 08:36:22.801273,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,44,9767097.0,505,NO,,YES,3,5.77,-1.815547135,75,NO,Correctly Identified as Clean 55 | 2022-01-19 08:45:13.098282,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,197,4341499.0,579,YES,367.0,YES,2,5.45,0.931042056,86,YES,Correctly Identified as Malware 56 | 2022-01-19 08:54:41.854727,Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,240,865247.0,522,NO,66.0,NO,2,4.69,1.260441797,69,YES,Correctly Identified as Malware 57 | 2022-01-19 09:03:43.397866,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,322,12318531.0,570,YES,1326.0,YES,2,4.91,0.455711017,87,NO,Correctly Identified as Clean 58 | 2022-01-19 09:14:27.285062,Well Known Software Download Websites,.net.au,1MB/s to 10MB/s,42,13599565.0,670,NO,1522.0,YES,2,4.55,-0.405246054,45,NO,Correctly Identified as Clean 59 | 2022-01-19 09:24:18.058812,Well Known Software Download Websites,.net,100KB/s to 1MB/s,561,5197023.0,545,NO,451.0,YES,2,5.43,2.220799264,71,YES,Incorrectly Identified as Clean 60 | 2022-01-19 09:33:37.844702,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,123,1147748.0,488,NO,88.0,YES,1,5.17,-0.176049332,68,YES,Correctly Identified as Malware 61 | 2022-01-19 09:45:05.344521,Wordpress Powered Web Site,.com,1MB/s to 10MB/s,644,6503155.0,625,YES,588.0,YES,1,5.21,-1.004981676,62,NO,Correctly Identified as Clean 62 | 2022-01-19 09:55:00.545481,Well Known Software Download Websites,.gov,1MB/s to 10MB/s,129,10248766.0,641,YES,1037.0,YES,1,5.17,1.213143238,52,NO,Correctly Identified as Clean 63 | 2022-01-19 10:04:49.583335,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,326,13510268.0,645,NO,1508.0,YES,1,4.81,0.384852321,69,NO,Correctly Identified as Clean 64 | 2022-01-19 10:15:30.36033,Well Known Software Download Websites,.edu,100KB/s to 1MB/s,92,19066024.0,357,NO,2515.0,YES,1,5.15,0.431351653,63,YES,Incorrectly Identified as Clean 65 | 2022-01-19 10:25:26.852538,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,258,17524736.0,407,NO,2207.0,YES,2,4.75,1.176876426,30,NO,Correctly Identified as Clean 66 | 2022-01-19 10:35:22.579302,Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,378,3964131.0,544,YES,332.0,NO,1,4.71,0.603169766,83,NO,Incorrecty Identified as Malware 67 | 2022-01-19 10:44:07.018007,Well Known Software Download Websites,.net,100KB/s to 1MB/s,44,9982089.0,728,NO,1002.0,NO,1,5.48,0.330688527,60,YES,Correctly Identified as Malware 68 | 2022-01-19 10:54:33.09792,Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,78,1364865.0,521,YES,,YES,1,5.37,-0.166055237,78,YES,Correctly Identified as Malware 69 | 2022-01-19 11:05:21.155738,Well Known Software Download Websites,.gov,1MB/s to 10MB/s,34,12502391.0,420,YES,1354.0,YES,2,4.9,-1.456667102,61,YES,Incorrectly Identified as Clean 70 | 2022-01-19 11:16:15.772633,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,403,11313433.0,524,NO,1182.0,NO,2,5.93,2.21515372,82,NO,Correctly Identified as Clean 71 | 2022-01-19 11:26:23.076743,Well Known Software Download Websites,.com,100KB/s to 1MB/s,203,7593934.0,574,YES,709.0,YES,2,4.55,-1.074751944,78,NO,Correctly Identified as Clean 72 | 2022-01-19 11:35:11.160766,Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,146,10874843.0,709,NO,1121.0,NO,2,5.26,0.688372357,83,NO,Incorrecty Identified as Malware 73 | 2022-01-19 11:46:38.846513,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,280,1405676.0,592,YES,,YES,1,4.7,0.761505192,99,NO,Correctly Identified as Clean 74 | 2022-01-19 11:55:45.582575,Well Known Software Download Websites,.net,100KB/s to 1MB/s,350,18755876.0,719,NO,2451.0,YES,2,4.99,1.415209127,65,YES,Correctly Identified as Malware 75 | 2022-01-19 12:05:02.314281,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,406,3822162.0,690,NO,318.0,NO,2,5.4,0.075575877,76,NO,Correctly Identified as Clean 76 | 2022-01-19 12:13:31.771161,Well Known Software Download Websites,.net,100KB/s to 1MB/s,725,18001838.0,561,YES,2299.0,YES,1,5.19,0.052772802,55,NO,Correctly Identified as Clean 77 | 2022-01-19 12:22:57.211801,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,458,3963825.0,627,YES,332.0,NO,2,5.51,-0.278337017,45,NO,Correctly Identified as Clean 78 | 2022-01-19 12:33:19.121861,Well Known Software Download Websites,.net,100KB/s to 1MB/s,190,116757.0,607,NO,8.0,YES,1,5.14,1.043949157,49,NO,Correctly Identified as Clean 79 | 2022-01-19 12:40:58.541711,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,141,3500535.0,582,NO,,YES,2,4.59,-0.207996752,71,YES,Incorrectly Identified as Clean 80 | 2022-01-19 12:50:26.129585,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,113,959191.0,587,NO,73.0,YES,1,4.59,0.75238242,59,NO,Correctly Identified as Clean 81 | 2022-01-19 13:03:35.121746,Well Known Software Download Websites,.com,1MB/s to 10MB/s,133,5305001.0,412,YES,462.0,NO,2,4.58,-2.286731865,80,YES,Correctly Identified as Malware 82 | 2022-01-19 13:13:56.362046,Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,70,8004755.0,556,NO,757.0,NO,1,5.11,-0.377761398,73,NO,Correctly Identified as Clean 83 | 2022-01-19 13:25:19.281372,Well Known Software Download Websites,.net,100KB/s to 1MB/s,365,936225.0,568,YES,71.0,YES,2,4.48,-0.044395607,55,NO,Correctly Identified as Clean 84 | 2022-01-19 13:37:15.937436,Well Known Software Download Websites,.net,100KB/s to 1MB/s,96,1865705.0,499,YES,146.0,NO,1,4.52,1.741029816,58,NO,Correctly Identified as Clean 85 | 2022-01-19 13:46:58.237658,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,420,15349402.0,486,NO,,YES,2,5.49,1.362847095,42,YES,Incorrectly Identified as Clean 86 | 2022-01-19 13:56:11.588919,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,157,35526442.0,743,YES,7684.0,YES,1,4.1,0.517544223,86,NO,Correctly Identified as Clean 87 | 2022-01-19 14:05:01.025096,Well Known Software Download Websites,.net,1MB/s to 10MB/s,240,12530665.0,647,YES,1358.0,NO,2,5.23,-1.598777156,86,NO,Correctly Identified as Clean 88 | 2022-01-19 14:14:46.737687,Well Known Software Download Websites,.com,100KB/s to 1MB/s,107,12640669.0,675,NO,1374.0,YES,1,4.73,0.235956769,72,NO,Correctly Identified as Clean 89 | 2022-01-19 14:24:13.83356,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,160,4860946.0,710,NO,418.0,YES,2,3.91,-0.452833199,75,NO,Correctly Identified as Clean 90 | 2022-01-19 14:33:42.499595,Well Known Software Download Websites,.edu,1MB/s to 10MB/s,166,8614870.0,623,NO,830.0,NO,1,4.28,2.102835742,87,YES,Correctly Identified as Malware 91 | 2022-01-19 14:45:03.643938,Well Known Software Download Websites,.net,1MB/s to 10MB/s,469,326967.0,389,NO,,YES,1,4.66,0.997073324,60,YES,Incorrectly Identified as Clean 92 | 2022-01-19 14:54:08.550777,Well Known Software Download Websites,.com,1MB/s to 10MB/s,790,14087398.0,65535,YES,1600.0,NO,2,4.25,0.774379799,90,YES,Incorrectly Identified as Clean 93 | 2022-01-19 15:04:26.185886,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,163,14775798.0,65535,YES,1713.0,YES,1,4.08,-0.576323991,87,NO,Correctly Identified as Clean 94 | 2022-01-19 15:15:24.143188,Linked Directly to Google Search Result,.gov,100KB/s to 1MB/s,326,20393930.0,849,NO,2799.0,YES,1,3.52,0.97252897,41,NO,Correctly Identified as Clean 95 | 2022-01-19 15:24:11.118609,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,88,8871709.0,472,NO,861.0,YES,2,5.4,0.505577155,71,NO,Correctly Identified as Clean 96 | 2022-01-19 15:33:13.210983,Well Known Software Download Websites,.net,100KB/s to 1MB/s,132,4367203.0,644,NO,370.0,NO,3,5.48,0.332475202,72,YES,Correctly Identified as Malware 97 | 2022-01-19 15:43:24.805988,Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,70,7310182.0,498,NO,,NO,2,4.33,0.014064841,57,YES,Correctly Identified as Malware 98 | 2022-01-19 15:53:43.179722,Well Known Software Download Websites,.net,100KB/s to 1MB/s,595,9596468.0,663,NO,952.0,NO,1,5.37,-0.660526456,52,YES,Correctly Identified as Malware 99 | 2022-01-19 16:00:47.241102,Wordpress Powered Web Site,.com,100KB/s to 1MB/s,396,2184996.0,640,NO,173.0,YES,2,4.42,-0.046127135,71,NO,Correctly Identified as Clean 100 | 2022-01-19 16:10:12.498909,Well Known Software Download Websites,.com,100KB/s to 1MB/s,422,18911999.0,469,YES,2483.0,NO,3,5.21,-0.794459602,30,NO,Correctly Identified as Clean 101 | 2022-01-19 16:19:15.29004,Linked Directly to Google Search Result,.org,100KB/s to 1MB/s,257,3398906.0,655,YES,280.0,YES,3,5.4,-1.593177173,62,YES,Correctly Identified as Malware 102 | 2022-01-19 16:29:33.661424,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,332,18318944.0,655,YES,2362.0,YES,2,4.36,0.248851167,77,NO,Correctly Identified as Clean 103 | 2022-01-19 16:36:54.95907,Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,271,11482656.0,394,YES,1206.0,YES,2,4.69,0.876754923,56,YES,Correctly Identified as Malware 104 | 2022-01-19 16:47:42.652946,Git Repository,.com,1MB/s to 10MB/s,624,1813279.0,438,YES,142.0,YES,4,4.65,-0.795743814,88,YES,Correctly Identified as Malware 105 | 2022-01-19 16:58:32.493522,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,69,6777227.0,686,NO,618.0,NO,2,5.44,0.457890146,66,YES,Correctly Identified as Malware 106 | 2022-01-19 17:08:37.677794,Wordpress Powered Web Site,.gov,1MB/s to 10MB/s,108,2938090.0,553,NO,238.0,YES,1,4.53,0.395518113,38,YES,Correctly Identified as Malware 107 | 2022-01-19 17:19:03.29678,Well Known Software Download Websites,.com,100KB/s to 1MB/s,378,401582.0,626,YES,,YES,1,5.15,0.984187669,60,YES,Incorrectly Identified as Clean 108 | 2022-01-19 17:28:36.505537,Wordpress Powered Web Site,.net,100KB/s to 1MB/s,268,1477619.0,636,NO,114.0,YES,1,5.63,-0.527294931,49,YES,Correctly Identified as Malware 109 | 2022-01-19 17:38:54.286473,Well Known Software Download Websites,.net,1MB/s to 10MB/s,191,15423977.0,374,YES,1823.0,NO,2,4.15,-0.579350994,85,YES,Incorrectly Identified as Clean 110 | 2022-01-19 17:47:11.383306,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,341,6819276.0,718,NO,622.0,YES,2,4.13,0.279238585,101,NO,Correctly Identified as Clean 111 | 2022-01-19 17:57:58.02511,Wordpress Powered Web Site,.net,100KB/s to 1MB/s,195,6134743.0,626,NO,,YES,3,4.33,1.394227031,69,NO,Incorrecty Identified as Malware 112 | 2022-01-19 18:07:14.871488,Well Known Software Download Websites,.net,1MB/s to 10MB/s,392,12476142.0,761,YES,1350.0,NO,2,4.26,-0.753530074,72,YES,Correctly Identified as Malware 113 | 2022-01-19 18:15:29.61562,University Web Pages,.net,100KB/s to 1MB/s,413,6559498.0,662,NO,594.0,YES,2,4.59,0.381971809,93,NO,Correctly Identified as Clean 114 | 2022-01-19 18:25:25.420188,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,232,8753053.0,559,NO,847.0,NO,1,5.1,-1.052056521,62,NO,Correctly Identified as Clean 115 | 2022-01-19 18:35:40.896796,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,76,16205934.0,536,NO,1961.0,NO,3,4.99,0.163408282,70,NO,Incorrecty Identified as Malware 116 | 2022-01-19 18:46:06.881397,Well Known Software Download Websites,.net,100KB/s to 1MB/s,180,12980283.0,503,NO,1426.0,YES,3,4.92,-1.196377968,69,YES,Correctly Identified as Malware 117 | 2022-01-19 18:57:11.039832,Well Known Software Download Websites,.net,100KB/s to 1MB/s,333,12920581.0,676,NO,1417.0,YES,3,4.27,0.800670049,63,NO,Correctly Identified as Clean 118 | 2022-01-19 19:07:14.182507,University Web Pages,.com,100KB/s to 1MB/s,34,17317186.0,380,NO,2167.0,YES,2,5.01,0.47391766,64,YES,Correctly Identified as Malware 119 | 2022-01-19 19:16:13.265408,Well Known Software Download Websites,.com,100KB/s to 1MB/s,231,11704348.0,586,YES,,NO,1,5.37,-0.365445507,69,NO,Incorrecty Identified as Malware 120 | 2022-01-19 19:27:39.072995,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,187,28558397.0,318,NO,5010.0,NO,2,3.92,-0.395174066,102,YES,Correctly Identified as Malware 121 | 2022-01-19 19:37:07.609054,Git Repository,.net,100KB/s to 1MB/s,292,537953.0,662,NO,40.0,NO,2,5.4,1.975716282,53,NO,Correctly Identified as Clean 122 | 2022-01-19 19:47:08.531886,Git Repository,.net,100KB/s to 1MB/s,272,6029878.0,715,NO,537.0,NO,2,5.59,0.519321913,37,YES,Incorrectly Identified as Clean 123 | 2022-01-19 19:57:36.92093,Wordpress Powered Web Site,.net,100KB/s to 1MB/s,135,420842.0,570,NO,,YES,3,5.28,-0.244380145,71,YES,Correctly Identified as Malware 124 | 2022-01-19 20:08:29.587517,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,250,24226767.0,549,NO,3731.0,NO,1,5.32,0.856902299,77,NO,Correctly Identified as Clean 125 | 2022-01-19 20:18:44.77341,Well Known Software Download Websites,.net,1MB/s to 10MB/s,260,6953273.0,491,NO,637.0,YES,1,4.69,-0.049126941,66,YES,Correctly Identified as Malware 126 | 2022-01-19 20:28:22.715362,Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,199,16495698.0,682,YES,2014.0,NO,1,5.01,0.436282076,92,YES,Correctly Identified as Malware 127 | 2022-01-19 20:38:28.962735,Wordpress Powered Web Site,.gov,100KB/s to 1MB/s,586,20224761.0,573,NO,2762.0,YES,2,5.07,-0.321433496,47,NO,Correctly Identified as Clean 128 | 2022-01-19 20:48:59.225753,Linked Directly to Google Search Result,.net,1MB/s to 10MB/s,405,7792601.0,585,NO,,YES,1,4.91,0.032298127,77,NO,Incorrecty Identified as Malware 129 | 2022-01-19 20:57:13.03251,Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,423,26044414.0,343,YES,4237.0,NO,3,5.77,0.054498472,85,NO,Incorrecty Identified as Malware 130 | 2022-01-19 21:07:26.748777,Wordpress Powered Web Site,.net,1MB/s to 10MB/s,289,19653285.0,700,NO,2638.0,NO,1,4.93,-0.262449662,64,NO,Correctly Identified as Clean 131 | 2022-01-19 21:16:36.715101,Git Repository,.com,100KB/s to 1MB/s,470,15827450.0,747,NO,1894.0,YES,1,4.32,0.47487898,68,NO,Correctly Identified as Clean 132 | 2022-01-19 21:26:10.345747,Well Known Software Download Websites,.com,1MB/s to 10MB/s,56,8900013.0,485,YES,865.0,YES,2,4.67,-0.11973868,49,YES,Correctly Identified as Malware 133 | 2022-01-19 21:37:38.621035,Linked Directly to Google Search Result,.com,1MB/s to 10MB/s,137,8125964.0,504,NO,771.0,NO,1,4.38,1.174016453,64,YES,Correctly Identified as Malware 134 | 2022-01-19 21:47:21.62197,Linked Directly to Google Search Result,.net,100KB/s to 1MB/s,168,6575688.0,590,NO,596.0,NO,2,5.38,-0.797505811,75,NO,Correctly Identified as Clean 135 | 2022-01-19 21:56:42.61882,Well Known Software Download Websites,.com,100KB/s to 1MB/s,106,17670896.0,693,YES,2235.0,YES,4,5.21,-1.067490974,62,YES,Correctly Identified as Malware 136 | 2022-01-19 22:06:15.35946,Git Repository,.net,1MB/s to 10MB/s,149,2158992.0,687,YES,171.0,NO,2,4.89,-1.442552527,82,NO,Correctly Identified as Clean 137 | 2022-01-19 22:15:08.779917,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,182,13985200.0,539,NO,1583.0,YES,1,5.18,-1.092999675,50,YES,Correctly Identified as Malware 138 | 2022-01-19 22:22:57.048009,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,249,5972811.0,530,NO,531.0,YES,2,5.25,-1.777223185,65,NO,Correctly Identified as Clean 139 | 2022-01-19 22:32:50.596292,Well Known Software Download Websites,.net,1MB/s to 10MB/s,152,1291835.0,388,YES,99.0,YES,1,4.59,0.650232909,54,YES,Correctly Identified as Malware 140 | 2022-01-19 22:41:18.149546,Linked Directly to Google Search Result,.edu,100KB/s to 1MB/s,393,853266.0,670,NO,65.0,YES,1,4.77,0.694178815,67,NO,Correctly Identified as Clean 141 | 2022-01-19 22:51:40.763982,Linked Directly to Google Search Result,.edu,1MB/s to 10MB/s,208,20399502.0,694,NO,2801.0,NO,1,4.84,-0.071422693,80,NO,Incorrecty Identified as Malware 142 | 2022-01-19 23:01:38.255416,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,102,3153460.0,613,YES,257.0,NO,2,5.18,2.489088217,49,NO,Correctly Identified as Clean 143 | 2022-01-19 23:11:33.313182,Well Known Software Download Websites,.gov,100KB/s to 1MB/s,303,3075122.0,448,YES,250.0,YES,3,5.54,1.193082138,97,NO,Correctly Identified as Clean 144 | 2022-01-19 23:20:26.228973,Well Known Software Download Websites,.edu,100KB/s to 1MB/s,572,6932324.0,450,NO,635.0,YES,2,5.35,-1.440344442,39,YES,Correctly Identified as Malware 145 | 2022-01-19 23:30:00.936565,Linked Directly to Google Search Result,.gov,1MB/s to 10MB/s,57,3882833.0,660,NO,324.0,YES,2,4.1,0.788092716,88,NO,Incorrecty Identified as Malware 146 | 2022-01-19 23:39:57.436257,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,262,5821650.0,474,NO,,YES,2,5.76,1.922458027,79,YES,Incorrectly Identified as Clean 147 | 2022-01-19 23:49:23.398252,Well Known Software Download Websites,.net,1MB/s to 10MB/s,126,891331.0,723,YES,68.0,YES,1,4.42,-0.883983079,56,NO,Correctly Identified as Clean 148 | 2022-01-19 23:59:59.999999,Linked Directly to Google Search Result,.com,100KB/s to 1MB/s,456,5933253.0,508,YES,527.0,YES,1,5.29,1.614381015,54,YES,Incorrectly Identified as Clean 149 | -------------------------------------------------------------------------------- /terraform/main.tf: -------------------------------------------------------------------------------- 1 | # 0.a Configure Terraform version and specify provider 2 | terraform { 3 | required_providers { 4 | aws = { 5 | source = "hashicorp/aws" 6 | version = "3.70.0" 7 | } 8 | } 9 | required_version = ">= 0.14.9" 10 | } 11 | 12 | # 0.b Configure secret variables for AWS authentication 13 | # Actual keys are defined in `terraform.tfvars` and kept out of git 14 | variable "aws_access_key" {} 15 | variable "aws_secret_key" {} 16 | variable "redshift_username" {} 17 | variable "redshift_password" {} 18 | variable "redshift_database" {} 19 | variable "redshift_elastic_ip" {} 20 | variable "my_ip" {} 21 | variable "path_to_pem" {} 22 | variable "supersetdb_password" {} 23 | variable "superset_password" {} 24 | 25 | # 1. Configure the AWS provider 26 | provider "aws" { 27 | profile = "ismaildawoodjee" 28 | region = "ap-southeast-1" 29 | } 30 | 31 | # 2. Create S3 bucket for storing object data 32 | # The syntax is `resource "aws_resource_name" "nickname_used_in_main.tf"` 33 | resource "aws_s3_bucket" "malware_detection_s3" { 34 | bucket = "malware-detection-bucket" 35 | acl = "public-read-write" 36 | 37 | tags = { 38 | "s3" = "malware-detection-data" 39 | } 40 | } 41 | 42 | # 3.a Create IAM roles for deploying an EMR cluster 43 | # The JSON to string multiline variables are kept in the variables.tf file 44 | # 3.a.i. The IAM role for using the EMR cluster: 45 | resource "aws_iam_role" "iam_emr_service_role" { 46 | name = "iam_emr_service_role" 47 | assume_role_policy = var.emr_role 48 | } 49 | 50 | # 3.a.ii. The IAM policy for the EMR cluster 51 | # => permissions for the EMR role to do stuff with other AWS resources 52 | # e.g. permissions to access EC2, S3, Lambda resources 53 | resource "aws_iam_role_policy" "iam_emr_service_policy" { 54 | name = "iam_emr_service_policy" 55 | role = aws_iam_role.iam_emr_service_role.id 56 | policy = var.emr_policy 57 | } 58 | 59 | # 3.b.i. EC2 instances must be assigned a profile, which contains a role 60 | resource "aws_iam_role" "iam_emr_profile_role" { 61 | name = "iam_emr_profile_role" 62 | assume_role_policy = var.emr_ec2_profile_role 63 | } 64 | 65 | # 3.b.ii. The IAM profile for the EC2 instances that are part of EMR 66 | resource "aws_iam_instance_profile" "iam_emr_profile" { 67 | name = "iam_emr_profile" 68 | role = aws_iam_role.iam_emr_profile_role.name 69 | } 70 | 71 | # 3.b.iii. The IAM policy for the EC2 instances 72 | # => permissions for the EC2 instances' (that are part of EMR) profile to interact with other AWS resources 73 | resource "aws_iam_role_policy" "iam_emr_profile_policy" { 74 | name = "iam_emr_profile_policy" 75 | role = aws_iam_role.iam_emr_profile_role.id 76 | policy = var.emr_ec2_profile_policy 77 | } 78 | 79 | # 3.c Create the EMR cluster using the roles and policies defined above 80 | # This cluster will have 1 master node and 2 core/compute node running Hadoop + Spark 81 | resource "aws_emr_cluster" "malware_detection_emr" { 82 | name = "malware-detection-cluster" 83 | log_uri = "s3://malware-detection-bucket/emr_logs/" 84 | service_role = aws_iam_role.iam_emr_service_role.arn 85 | applications = ["Hadoop", "Spark"] 86 | release_label = "emr-6.4.0" 87 | configurations_json = var.emr_spark_env_config 88 | 89 | step { 90 | action_on_failure = "CANCEL_AND_WAIT" 91 | name = "Setup Hadoop Debugging" 92 | hadoop_jar_step { 93 | jar = "command-runner.jar" 94 | args = ["state-pusher-script"] 95 | } 96 | } 97 | 98 | lifecycle { 99 | ignore_changes = [step] 100 | } 101 | auto_termination_policy { 102 | idle_timeout = 60 # this doesn't terminate EMR after 60 seconds! takes 5 minutes 103 | } 104 | ec2_attributes { 105 | instance_profile = aws_iam_instance_profile.iam_emr_profile.arn 106 | } 107 | 108 | # specifying bid_price automatically implies that I'm using a spot instance 109 | master_instance_group { 110 | name = "Master Node - 1" 111 | instance_type = "m5.xlarge" 112 | instance_count = 1 113 | bid_price = "0.1" # in DOLLARS, NOT percentages 114 | } 115 | core_instance_group { 116 | name = "Core Nodes - 2" 117 | instance_type = "m5.xlarge" 118 | instance_count = 2 119 | bid_price = "0.1" 120 | } 121 | } 122 | 123 | # 4.a.i Create role for Redshift to perform operations 124 | resource "aws_iam_role" "redshift_role" { 125 | name = "redshift_role" 126 | assume_role_policy = var.redshift_role 127 | } 128 | 129 | # 4.a.ii Create Redshift and S3 full access policies to allow Redshift to 130 | # read from S3 131 | resource "aws_iam_role_policy" "redshift_s3_full_access_policy" { 132 | name = "redshift_s3_policy" 133 | role = aws_iam_role.redshift_role.id 134 | policy = var.redshift_s3_full_access_policy 135 | } 136 | 137 | # 4.b Create Redshift cluster using the roles and policies defined in 4.a 138 | # 1-node cluster for development, at least 2 nodes for production 139 | resource "aws_redshift_cluster" "malware_detection_redshift" { 140 | cluster_identifier = "malware-files-datawarehouse" 141 | master_username = var.redshift_username 142 | master_password = var.redshift_password 143 | database_name = var.redshift_database 144 | node_type = "dc2.large" 145 | cluster_type = "multi-node" 146 | number_of_nodes = 2 147 | iam_roles = [aws_iam_role.redshift_role.arn] 148 | publicly_accessible = true 149 | elastic_ip = var.redshift_elastic_ip 150 | } 151 | 152 | # 5.a.i Create security group for an EC2 instance that will host the Superset dashboard 153 | # Allow ingress from Redshift and from my IP address, and allow egress to the internet 154 | resource "aws_security_group" "superset_dashboard_ec2_sg" { 155 | name = "superset_sg" 156 | description = "Allow TLS traffic to EC2 instance hosting a Superset dashboard" 157 | 158 | # allow traffic from Redshift cluster (given that it is assigned an elastic IP) 159 | ingress { 160 | from_port = 5439 161 | to_port = 5439 162 | protocol = "tcp" 163 | cidr_blocks = ["${var.redshift_elastic_ip}/32"] 164 | } 165 | # allow traffic from my IP (SSH, TCP or otherwise) 166 | ingress { 167 | from_port = 0 168 | to_port = 0 169 | protocol = "-1" 170 | cidr_blocks = ["${var.my_ip}/32"] 171 | } 172 | # allow traffic from the internet, but only on the Superset port 173 | ingress { 174 | from_port = 8080 175 | to_port = 8080 176 | protocol = "tcp" 177 | cidr_blocks = ["0.0.0.0/0"] 178 | ipv6_cidr_blocks = ["::/0"] 179 | } 180 | # allow traffic to the internet 181 | # need to allow both IPV4 and IPV6 in order to `sudo apt update/upgrade` etc. 182 | egress { 183 | from_port = 0 184 | to_port = 0 185 | protocol = "-1" 186 | cidr_blocks = ["0.0.0.0/0"] 187 | ipv6_cidr_blocks = ["::/0"] 188 | } 189 | } 190 | 191 | resource "tls_private_key" "kp" { 192 | algorithm = "RSA" 193 | } 194 | resource "aws_key_pair" "terraform_generated_keypair" { 195 | key_name = "superset_ec2_keypair" 196 | public_key = tls_private_key.kp.public_key_openssh 197 | # the private key will be inside the terraform.tfstate 198 | # copy it into a superset_ec2_keypair.pem file and `chmod 400 superset_ec2_keypair.pem` 199 | } 200 | 201 | resource "aws_instance" "superset_dashboard_ec2" { 202 | # ubuntu 20.04 (64-bit) instance in ap-southeast-1 region 203 | ami = "ami-055d15d9cfddf7bd3" 204 | instance_type = "t2.micro" 205 | associate_public_ip_address = true 206 | key_name = aws_key_pair.terraform_generated_keypair.key_name 207 | security_groups = [aws_security_group.superset_dashboard_ec2_sg.name] 208 | # user_data = var.script_to_execute 209 | tags = { 210 | Name = "superset-dashboard" 211 | } 212 | 213 | # this bootstraps the EC2 instance by remotely executing the code below using SSH 214 | # user_data doesn't work because you have to wait for cloud-init 215 | # https://stackoverflow.com/questions/47713519/issue-using-terraform-ec2-userdata?rq=1 216 | connection { 217 | type = "ssh" 218 | user = "ubuntu" 219 | private_key = file("${var.path_to_pem}") 220 | host = self.public_ip 221 | } 222 | # install Docker and spin up a Postgres container. then spin up a Superset container 223 | # by following the instructions from here: https://hub.docker.com/r/apache/superset 224 | provisioner "remote-exec" { 225 | inline = [ 226 | "#!/bin/bash", 227 | "set -x", 228 | "sudo apt update -y && sudo apt upgrade -y", 229 | "sudo apt install docker.io -y", 230 | "sudo apt update -y && sudo apt upgrade -y", 231 | "sudo docker run -d --name supersetdb -e POSTGRES_PASSWORD=${var.supersetdb_password} -p 5432:5432 postgres:latest", 232 | "sudo docker run -d --name superset -p 8080:8088 apache/superset:latest", 233 | "sudo docker exec -it superset superset fab create-admin --username admin --firstname Ismail --lastname Dawoodjee --email admin@admin.com --password ${var.superset_password}", 234 | "sudo docker exec -it superset superset db upgrade", 235 | "sudo docker exec -it superset superset init" 236 | ] 237 | # to connect to the Postgres container, use the address "172.17.0.1:5432", where the IP 238 | # is found from the docker0 inet connection using `ifconfig` or `ip addr show` 239 | } 240 | } 241 | -------------------------------------------------------------------------------- /terraform/terraform-eg.tfvars: -------------------------------------------------------------------------------- 1 | aws_access_key = "YOUR_AWS_ACCESS_KEY_ID" 2 | aws_secret_key = "YOUR_AWS_SECRET_ACCESS_KEY" 3 | redshift_username = "YOUR_REDSHIFT_CLUSTER_USERNAME" 4 | redshift_password = "YOUR_REDSHIFT_CLUSTER_PASSWORD" 5 | redshift_database = "YOUR_REDSHIFT_DATABASE" 6 | redshift_elastic_ip = "YOUR_REDSHIFT_ELASTIC_IP" 7 | my_ip = "YOUR_IP_ADDRESS" 8 | path_to_pem = "C:\\Users\\YOUR_NAME\\PATH\\TO\\YOUR_PROJECT\\terraform\\YOUR_EC2_INSTANCE_KEYPAIR.pem" 9 | supersetdb_password = "YOUR_SUPERSET_DATABASE_PASSWORD" 10 | superset_password = "YOUR_SUPERSET_PASSWORD" -------------------------------------------------------------------------------- /terraform/variables.tf: -------------------------------------------------------------------------------- 1 | variable "emr_role" { 2 | type = string 3 | default = <