├── .idea ├── .gitignore ├── Flow-MAE.iml ├── deployment.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── README.md ├── dataset ├── __init__.py ├── config.py ├── dataset_dicts.py ├── dataset_functions.py ├── extract.sh ├── files.py └── session_dataset.py ├── eval.py ├── eval.sh ├── finetune.py ├── finetune.sh ├── model ├── __init__.py ├── configuration_vit_mae.py ├── mae.py ├── modeling_bert.py └── modeling_vit_mae.py ├── notebooks ├── bert.ipynb ├── evaluate.ipynb ├── normalize.ipynb ├── test.ipynb └── vit_mae.ipynb ├── parameter_tune.py ├── preprocess.py ├── preprocess ├── __init__.py ├── cicflowmeter.sh ├── ciic.sh ├── datasets_engine │ ├── __init__.py │ └── adaptor.py ├── et-bert │ ├── __init__.py │ ├── tsv2pkl.py │ └── tsv_filter.py ├── extract.sh ├── factory │ ├── __init__.py │ ├── aggregator.py │ └── transform_pcap.py ├── pcap.py ├── pcap2json.sh ├── pcap2json_history.sh ├── pipeline.py ├── preprocess.py ├── pyspark │ ├── __init__.py │ ├── create_train_test_set.py │ ├── datasets_adaptor.py │ ├── preprocessing.py │ ├── process_packet.py │ ├── run_cp.py │ ├── spark.py │ ├── spark_adapter.py │ └── spark_aggregator.py ├── remove.sh ├── split_pkt.sh ├── split_sessions.sh ├── trim.sh └── trim_length.sh ├── pretrain.py ├── pretrain.sh ├── pretrain ├── __init__.py ├── arguments.py ├── ds_config.json ├── ds_config_zero1.json ├── ds_config_zero2.json └── functions.py ├── requirements.txt ├── tools └── SplitCap.exe ├── utils ├── __init__.py ├── arguments.py ├── decoraters.py ├── file_utils.py ├── fine_tune.py ├── init.py ├── logging.log ├── logging_utils.py ├── multiprocess.py ├── run_cmd.py └── tqdm_utils.py └── visualize.ipynb /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | -------------------------------------------------------------------------------- /.idea/Flow-MAE.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/Flow-MAE.iml -------------------------------------------------------------------------------- /.idea/deployment.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/deployment.xml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/inspectionProfiles/Project_Default.xml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/inspectionProfiles/profiles_settings.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/README.md -------------------------------------------------------------------------------- /dataset/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/config.py -------------------------------------------------------------------------------- /dataset/dataset_dicts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/dataset_dicts.py -------------------------------------------------------------------------------- /dataset/dataset_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/dataset_functions.py -------------------------------------------------------------------------------- /dataset/extract.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/extract.sh -------------------------------------------------------------------------------- /dataset/files.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/files.py -------------------------------------------------------------------------------- /dataset/session_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/dataset/session_dataset.py -------------------------------------------------------------------------------- /eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/eval.py -------------------------------------------------------------------------------- /eval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/eval.sh -------------------------------------------------------------------------------- /finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/finetune.py -------------------------------------------------------------------------------- /finetune.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/finetune.sh -------------------------------------------------------------------------------- /model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/model/__init__.py -------------------------------------------------------------------------------- /model/configuration_vit_mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/model/configuration_vit_mae.py -------------------------------------------------------------------------------- /model/mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/model/mae.py -------------------------------------------------------------------------------- /model/modeling_bert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/model/modeling_bert.py -------------------------------------------------------------------------------- /model/modeling_vit_mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/model/modeling_vit_mae.py -------------------------------------------------------------------------------- /notebooks/bert.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/notebooks/bert.ipynb -------------------------------------------------------------------------------- /notebooks/evaluate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/notebooks/evaluate.ipynb -------------------------------------------------------------------------------- /notebooks/normalize.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/notebooks/normalize.ipynb -------------------------------------------------------------------------------- /notebooks/test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/notebooks/test.ipynb -------------------------------------------------------------------------------- /notebooks/vit_mae.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/notebooks/vit_mae.ipynb -------------------------------------------------------------------------------- /parameter_tune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/parameter_tune.py -------------------------------------------------------------------------------- /preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess.py -------------------------------------------------------------------------------- /preprocess/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/__init__.py -------------------------------------------------------------------------------- /preprocess/cicflowmeter.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/cicflowmeter.sh -------------------------------------------------------------------------------- /preprocess/ciic.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/ciic.sh -------------------------------------------------------------------------------- /preprocess/datasets_engine/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /preprocess/datasets_engine/adaptor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/datasets_engine/adaptor.py -------------------------------------------------------------------------------- /preprocess/et-bert/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /preprocess/et-bert/tsv2pkl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/et-bert/tsv2pkl.py -------------------------------------------------------------------------------- /preprocess/et-bert/tsv_filter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/et-bert/tsv_filter.py -------------------------------------------------------------------------------- /preprocess/extract.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/extract.sh -------------------------------------------------------------------------------- /preprocess/factory/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/factory/__init__.py -------------------------------------------------------------------------------- /preprocess/factory/aggregator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/factory/aggregator.py -------------------------------------------------------------------------------- /preprocess/factory/transform_pcap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/factory/transform_pcap.py -------------------------------------------------------------------------------- /preprocess/pcap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pcap.py -------------------------------------------------------------------------------- /preprocess/pcap2json.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pcap2json.sh -------------------------------------------------------------------------------- /preprocess/pcap2json_history.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pcap2json_history.sh -------------------------------------------------------------------------------- /preprocess/pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pipeline.py -------------------------------------------------------------------------------- /preprocess/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/preprocess.py -------------------------------------------------------------------------------- /preprocess/pyspark/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /preprocess/pyspark/create_train_test_set.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/create_train_test_set.py -------------------------------------------------------------------------------- /preprocess/pyspark/datasets_adaptor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/datasets_adaptor.py -------------------------------------------------------------------------------- /preprocess/pyspark/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/preprocessing.py -------------------------------------------------------------------------------- /preprocess/pyspark/process_packet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/process_packet.py -------------------------------------------------------------------------------- /preprocess/pyspark/run_cp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/run_cp.py -------------------------------------------------------------------------------- /preprocess/pyspark/spark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/spark.py -------------------------------------------------------------------------------- /preprocess/pyspark/spark_adapter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/spark_adapter.py -------------------------------------------------------------------------------- /preprocess/pyspark/spark_aggregator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/pyspark/spark_aggregator.py -------------------------------------------------------------------------------- /preprocess/remove.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/remove.sh -------------------------------------------------------------------------------- /preprocess/split_pkt.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/split_pkt.sh -------------------------------------------------------------------------------- /preprocess/split_sessions.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/split_sessions.sh -------------------------------------------------------------------------------- /preprocess/trim.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/trim.sh -------------------------------------------------------------------------------- /preprocess/trim_length.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/preprocess/trim_length.sh -------------------------------------------------------------------------------- /pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain.py -------------------------------------------------------------------------------- /pretrain.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain.sh -------------------------------------------------------------------------------- /pretrain/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /pretrain/arguments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain/arguments.py -------------------------------------------------------------------------------- /pretrain/ds_config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain/ds_config.json -------------------------------------------------------------------------------- /pretrain/ds_config_zero1.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain/ds_config_zero1.json -------------------------------------------------------------------------------- /pretrain/ds_config_zero2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain/ds_config_zero2.json -------------------------------------------------------------------------------- /pretrain/functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/pretrain/functions.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/requirements.txt -------------------------------------------------------------------------------- /tools/SplitCap.exe: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/tools/SplitCap.exe -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/arguments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/arguments.py -------------------------------------------------------------------------------- /utils/decoraters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/decoraters.py -------------------------------------------------------------------------------- /utils/file_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/file_utils.py -------------------------------------------------------------------------------- /utils/fine_tune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/fine_tune.py -------------------------------------------------------------------------------- /utils/init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/init.py -------------------------------------------------------------------------------- /utils/logging.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/logging.log -------------------------------------------------------------------------------- /utils/logging_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/logging_utils.py -------------------------------------------------------------------------------- /utils/multiprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/multiprocess.py -------------------------------------------------------------------------------- /utils/run_cmd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/run_cmd.py -------------------------------------------------------------------------------- /utils/tqdm_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/utils/tqdm_utils.py -------------------------------------------------------------------------------- /visualize.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NLear/Flow-MAE/HEAD/visualize.ipynb --------------------------------------------------------------------------------