├── .gitignore ├── LICENSE ├── README.md ├── actmyngpcom.txt ├── gmail.py ├── img ├── unfurl.png └── unfurl.svg ├── parse_emails.py └── unfurl.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU AFFERO GENERAL PUBLIC LICENSE 2 | Version 3, 19 November 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU Affero General Public License is a free, copyleft license for 11 | software and other kinds of works, specifically designed to ensure 12 | cooperation with the community in the case of network server software. 13 | 14 | The licenses for most software and other practical works are designed 15 | to take away your freedom to share and change the works. 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It is safest 628 | to attach them to the start of each source file to most effectively 629 | state the exclusion of warranty; and each file should have at least 630 | the "copyright" line and a pointer to where the full notice is found. 631 | 632 | 633 | Copyright (C) 634 | 635 | This program is free software: you can redistribute it and/or modify 636 | it under the terms of the GNU Affero General Public License as published 637 | by the Free Software Foundation, either version 3 of the License, or 638 | (at your option) any later version. 639 | 640 | This program is distributed in the hope that it will be useful, 641 | but WITHOUT ANY WARRANTY; without even the implied warranty of 642 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 643 | GNU Affero General Public License for more details. 644 | 645 | You should have received a copy of the GNU Affero General Public License 646 | along with this program. If not, see . 647 | 648 | Also add information on how to contact you by electronic and paper mail. 649 | 650 | If your software can interact with users remotely through a computer 651 | network, you should also make sure that it provides a way for users to 652 | get its source. For example, if your program is a web application, its 653 | interface could display a "Source" link that leads users to an archive 654 | of the code. There are many ways you could offer source, and different 655 | solutions will be better for different programs; see section 13 for the 656 | specific requirements. 657 | 658 | You should also get your employer (if you work as a programmer) or school, 659 | if any, to sign a "copyright disclaimer" for the program, if necessary. 660 | For more information on this, and how to apply and follow the GNU AGPL, see 661 | . 662 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ![unfurl logo](https://github.com/JLospinoso/unfurl/raw/master/img/unfurl.png) 2 | 3 | Refer to [this blog post](https://jlospinoso.github.io/python/unfurl/abrade/hacking/2018/02/08/unfurl-url-analysis.html) for instructions. 4 | -------------------------------------------------------------------------------- /actmyngpcom.txt: 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890 | https://act.myngp.com/Forms/-7155283099219654144 891 | https://act.myngp.com/Forms/-8307078703919658496 892 | https://act.myngp.com/Forms/-8608538403976771072 893 | https://act.myngp.com/Forms/-8895924355198350848 894 | -------------------------------------------------------------------------------- /gmail.py: -------------------------------------------------------------------------------- 1 | import httplib2 2 | import os 3 | import json 4 | import base64 5 | import argparse 6 | 7 | from apiclient import discovery, errors 8 | from oauth2client import client 9 | from oauth2client import tools 10 | from oauth2client.file import Storage 11 | 12 | # If modifying these scopes, delete your previously saved credentials 13 | # at ~/.credentials/gmail-python-quickstart.json 14 | SCOPES = 'https://www.googleapis.com/auth/gmail.readonly' 15 | CLIENT_SECRET_FILE = 'client_secret.json' 16 | APPLICATION_NAME = 'Gmail API Python Quickstart' 17 | 18 | 19 | def get_credentials(): 20 | home_dir = os.path.expanduser('~') 21 | credential_dir = os.path.join(home_dir, '.credentials') 22 | if not os.path.exists(credential_dir): 23 | os.makedirs(credential_dir) 24 | credential_path = os.path.join(credential_dir, 'gmail-python-quickstart.json') 25 | store = Storage(credential_path) 26 | credentials = store.get() 27 | if not credentials or credentials.invalid: 28 | flow = client.flow_from_clientsecrets(CLIENT_SECRET_FILE, SCOPES) 29 | flow.user_agent = APPLICATION_NAME 30 | credentials = tools.run(flow, store) 31 | print('Storing credentials to ' + credential_path) 32 | return credentials 33 | 34 | 35 | def push_messages(service, page): 36 | if 'messages' in page: 37 | for message in page['messages']: 38 | try: 39 | msg_id = message['id'] 40 | path = os.path.join("emails", "{}.json".format(msg_id)) 41 | if(os.path.exists(path)): 42 | continue 43 | message = service.users().messages().get(userId="me", id=msg_id, format='raw').execute() 44 | message['raw'] = base64.urlsafe_b64decode(message['raw'].encode('ASCII')) 45 | message['id'] = int(message['id'], 16) 46 | message['historyId'] = int(message['historyId']) 47 | message['internalDate'] = int(message['internalDate']) 48 | message['threadId'] = int(message['threadId'], 16) 49 | del message['snippet'] 50 | del message['sizeEstimate']) 51 | with open(path, "w") as file: 52 | try: 53 | message['raw'] = message['raw'].decode("ascii") 54 | except Exception as e: 55 | message['raw'] = "" 56 | file.write(json.dumps(message)) 57 | except Exception as e: 58 | print('[-] Error: {}'.format(e)) 59 | 60 | def main(): 61 | credentials = get_credentials() 62 | print("[+] Gmail credentials obtained") 63 | http = credentials.authorize(httplib2.Http()) 64 | service = discovery.build('gmail', 'v1', http=http) 65 | print("[+] Connection to Gmail established.") 66 | response = service.users().messages().list(userId="me").execute() 67 | print("[+] Parsing first page of emails.") 68 | messages = push_messages(service, response) 69 | while 'nextPageToken' in response: 70 | page_token = response['nextPageToken'] 71 | response = service.users().messages().list(userId="me", pageToken=page_token).execute() 72 | messages = push_messages(service, response) 73 | print(json.dumps(messages)) 74 | 75 | if __name__ == '__main__': 76 | main() 77 | -------------------------------------------------------------------------------- /img/unfurl.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JLospinoso/unfurl/4baac0ad78727feb8d4a234409e1e174d8da6a76/img/unfurl.png -------------------------------------------------------------------------------- /img/unfurl.svg: -------------------------------------------------------------------------------- 1 | unfurl -------------------------------------------------------------------------------- /parse_emails.py: -------------------------------------------------------------------------------- 1 | import os 2 | import json 3 | import email 4 | import re 5 | 6 | url_re = re.compile("http[s]?://[A-Za-z0-9\-._~:/?#\[\]@!$&'()*+,;=]+") 7 | urls = set() 8 | email_directory = "emails" 9 | parser = email.parser.BytesParser() 10 | 11 | 12 | def extract(msg): 13 | result = [msg] 14 | while any(x.is_multipart() for x in result): 15 | for i, e in enumerate(result): 16 | if e.is_multipart(): 17 | result.pop(i) 18 | for payload in e.get_payload(): 19 | result.append(payload) 20 | break 21 | return [(e.get_content_type(), e.get_payload()) for e in result] 22 | 23 | 24 | def decode(encoding, body): 25 | if encoding in ['text/plain', 'text/html']: 26 | body = body.replace("=\r\n", "").replace("\r\n", " ") 27 | return body 28 | return " " 29 | 30 | 31 | for path in os.listdir(email_directory): 32 | with open(os.path.join(email_directory, path), "rb") as f: 33 | email_contents = bytes(json.load(f)['raw'], "ascii") 34 | msg = parser.parsebytes(email_contents) 35 | encoded_bodies = extract(msg) 36 | body = "".join(decode(e, b) for e, b in encoded_bodies) 37 | urls.update(url_re.findall(body)) 38 | 39 | with open("urls.txt", "w") as out_file: 40 | for url in urls: 41 | out_file.write("{}\n".format(url)) -------------------------------------------------------------------------------- /unfurl.py: -------------------------------------------------------------------------------- 1 | import urllib.parse 2 | import base64 3 | import struct 4 | import binascii 5 | import math 6 | import argparse 7 | import json 8 | import os 9 | 10 | 11 | def forgiving_b64_decode(x, pads=0): 12 | padded = "{}{}".format(x, "_" * pads) 13 | try: 14 | return base64.b64decode(padded, "-_") 15 | except binascii.Error as e: 16 | if pads < 2: 17 | return forgiving_b64_decode(x, pads + 1) 18 | else: 19 | raise e 20 | 21 | encodings = { 22 | 'original': bytearray, 23 | 'signed_int': lambda x: struct.pack("q", int(x)), 24 | 'unsigned_int': lambda x: struct.pack("Q", int(x)), 25 | 'hex': binascii.unhexlify, 26 | 'base64': forgiving_b64_decode, 27 | 'ascii': lambda x: x.encode("ascii") 28 | } 29 | 30 | 31 | def parse(url): 32 | parsed_url = urllib.parse.urlparse(url) 33 | return { 34 | "query": urllib.parse.parse_qs(parsed_url.query), 35 | "route": parsed_url.path.split('/'), 36 | "url": url 37 | } 38 | 39 | 40 | def cumsum(x): 41 | return sum(x for x in range(x + 1)) 42 | 43 | 44 | def get_urls_from(file): 45 | with open(file, "r") as url_file: 46 | return (parse(x.rstrip("\r\n ])([.\\\'\"")) for x in url_file.readlines()) 47 | 48 | 49 | def categorize(url): 50 | return "{} {}".format(len(url['route']), " ".join(sorted(url['query'].keys()))) 51 | 52 | 53 | def try_decode(sample, encoding): 54 | try: 55 | return (sample, encoding(sample)) 56 | except Exception: 57 | return None 58 | 59 | def smart_utf(x): 60 | leading_zero = 0 61 | while len(x) > leading_zero and x[leading_zero] == 0: 62 | leading_zero += 1 63 | trailing_zero = len(x) - 1 64 | while trailing_zero >= leading_zero and x[trailing_zero] == 0: 65 | trailing_zero -= 1 66 | if trailing_zero == leading_zero+1: 67 | return "NULL" 68 | x = x[leading_zero:trailing_zero+1] 69 | result = [] 70 | for y in x: 71 | if y < 128: 72 | try: 73 | result += chr(y) 74 | except: 75 | pass 76 | else: 77 | result += "?" 78 | return "".join(result) 79 | 80 | def extract_groups(urls): 81 | groups = {} 82 | for url in urls: 83 | category = categorize(url) 84 | group = groups.get(category, {'urls': [], 'collection': {}}) 85 | group['urls'].append(url["url"]) 86 | for x in url['query']: 87 | values = group['collection'].get(x, []) 88 | values.append(url['query'][x][0]) 89 | group['collection'][x] = values 90 | for i in range(0, len(url['route'])): 91 | x = "@{}".format(i) 92 | values = group['collection'].get(x, []) 93 | values.append(url['route'][i]) 94 | group['collection'][x] = values 95 | groups[category] = group 96 | return groups 97 | 98 | 99 | def decode(groups): 100 | decoded = {} 101 | for group_name in groups: 102 | group = groups[group_name] 103 | groups[group_name] = {x: group['collection'][x] for x in group['collection'] if 104 | len(set(group['collection'][x])) > 1} 105 | decoded[group_name] = {} 106 | for group_name in groups: 107 | group = groups[group_name] 108 | for element in group: 109 | decoded[group_name][element] = {} 110 | for encoding in encodings: 111 | decodings = [try_decode(sample, encodings[encoding]) for sample in group[element]] 112 | decodings = [x for x in decodings if x] 113 | if len(decodings) > 1: 114 | decoded[group_name][element][encoding] = decodings 115 | return decoded 116 | 117 | 118 | def summarize(decoded, urls): 119 | results = {} 120 | for group in decoded: 121 | results[group] = { "fields": {}, "urls": urls[group]} 122 | for field in decoded[group]: 123 | results[group]["fields"][field] = {} 124 | for encoding in decoded[group][field]: # Each encoding / field combo 125 | originals = [x[0] for x in decoded[group][field][encoding]] 126 | elements = [x[1] for x in decoded[group][field][encoding]] 127 | max_len = max(len(x) for x in elements) 128 | for i in range(len(elements)): 129 | elements[i] = b'\x00' * (max_len - len(elements[i])) + elements[i] 130 | pmfs = [] 131 | for j in range(max_len): # Finds min/max/range of each field 132 | pmfs.append({}) 133 | for element in elements: 134 | pmfs[j][element[j]] = pmfs[j].get(element[j], 0) + 1 135 | for support in pmfs[j]: 136 | pmfs[j][support] /= len(elements) 137 | entropy = 0 138 | for j in range(max_len): 139 | entropy += -1 * sum(pmfs[j][support] * math.log(pmfs[j][support], 2) for support in pmfs[j]) 140 | results[group]["fields"][field][encoding] = { 141 | "n_elements": len(elements), 142 | "entropy": entropy, 143 | "elements": [binascii.hexlify(x) for x in elements], 144 | "originals": originals 145 | } 146 | return results 147 | 148 | 149 | def make_report(summary): 150 | report = {} 151 | for group in summary: 152 | report[group] = { 153 | "urls": summary[group]["urls"], 154 | "fields": {} 155 | } 156 | group_entropy = 0 157 | for field in summary[group]["fields"]: 158 | report[group]["fields"][field] = [] 159 | entropy_frontier = {} 160 | for encoding in summary[group]["fields"][field]: 161 | n_elem = summary[group]["fields"][field][encoding]['n_elements'] 162 | entro = summary[group]["fields"][field][encoding]['entropy'] 163 | if n_elem not in entropy_frontier or entro < entropy_frontier[n_elem]["entropy"]: 164 | entropy_frontier[n_elem] = summary[group]["fields"][field][encoding] 165 | entropy_frontier[n_elem]["encoding"] = encoding 166 | sorted_frontier = [x for x in entropy_frontier]; sorted_frontier.sort(reverse=True) 167 | if len(sorted_frontier) == 0: 168 | continue 169 | entro = entropy_frontier[sorted_frontier[0]]["entropy"] 170 | for y in sorted_frontier[1:]: 171 | if entropy_frontier[y]["entropy"] >= entro: 172 | entropy_frontier.pop(y) 173 | else: 174 | entro = entropy_frontier[y]["entropy"] 175 | sorted_frontier = [x for x in entropy_frontier]; sorted_frontier.sort() 176 | min_entropy = None 177 | for frontier_index in sorted_frontier: 178 | frontier_element = entropy_frontier[frontier_index] 179 | tokens = frontier_element["elements"] 180 | originals = frontier_element["originals"] 181 | encoded_samples = [] 182 | for token_index in range(0, len(tokens)): 183 | token = tokens[token_index] 184 | original = originals[token_index] 185 | bytes = binascii.unhexlify(token) 186 | as_utf = smart_utf(bytes) 187 | encoded_samples.append({ 188 | "hexlified": ' '.join('{:02x}'.format(x) for x in binascii.unhexlify(token)), 189 | "ascii": as_utf, 190 | "original": original 191 | }) 192 | report[group]["fields"][field].append({ 193 | "count": frontier_index, 194 | "entropy": frontier_element["entropy"], 195 | "encoding": frontier_element["encoding"], 196 | "samples": encoded_samples 197 | }) 198 | min_entropy = frontier_element["entropy"] if min_entropy == None or min_entropy > frontier_element["entropy"] else min_entropy 199 | group_entropy += min_entropy 200 | report[group]["entropy"] = group_entropy 201 | return report 202 | 203 | 204 | def report_to_text(report, n_elem_to_show, n_url_to_show): 205 | lines = [] 206 | for group in report: 207 | lines += "==== %s ====\n Sample URLs:\n" % group 208 | for url in report[group]["urls"][:n_url_to_show]: 209 | lines += " * %s\n" % url 210 | lines += "\n Entropy: %5.1f\n" % report[group]["entropy"] 211 | for field in report[group]["fields"]: 212 | for f in report[group]["fields"][field]: 213 | lines += " **** %s - %s ****\n" % (field, f["encoding"]) 214 | lines += " Token Entropy: %5.2f\n" % f["entropy"] 215 | lines += " Decode Count: %d\n" % f["count"] 216 | lines += " Sample Tokens:\n" 217 | for sample in f["samples"][:n_elem_to_show]: 218 | lines += " %s\n" % sample["original"] 219 | lines += " %s\n" % sample["hexlified"] 220 | lines += " %s\n\n" % sample["ascii"] 221 | 222 | return "".join(lines) 223 | 224 | 225 | def report_to_json(report): 226 | return json.dumps(report) 227 | 228 | 229 | def process(urls_path): 230 | groups = extract_groups(get_urls_from(urls_path)) 231 | urls = { name: groups[name]['urls'] for name in groups } 232 | decoded = decode(groups) 233 | summary = summarize(decoded, urls) 234 | report = make_report(summary) 235 | return report 236 | 237 | parser = argparse.ArgumentParser(description='Computes entropy of URLs') 238 | parser.add_argument('-s','--search', help='Input is a directory. Write multiple outputs to this directory.', default=None) 239 | parser.add_argument('-t','--text', help='Text output. (Default is JSON.)', action="store_true") 240 | parser.add_argument('-e','--elem', help='Number of token samples to print (text only)', default=5, type=int) 241 | parser.add_argument('-u','--url', help='Number of url samples to print (text only)', default=5, type=int) 242 | parser.add_argument('file', nargs=1, help='File containing URL samples') 243 | args = parser.parse_args() 244 | 245 | if args.search: 246 | dir = args.file[0] 247 | for f in os.listdir(dir): 248 | path = os.path.join(dir, f) 249 | report = process(path) 250 | for group in report: 251 | ent = report[group]["entropy"] 252 | print("%s,%s,%5.2f" % (path, group, report[group]["entropy"])) 253 | path_prefix = os.path.join(args.search, f) 254 | if args.text: 255 | with open("%s.txt" % path_prefix, "w") as of: 256 | of.write(report_to_text(report, args.elem, args.url)) 257 | else: 258 | with open("%s.json" % path_prefix, "w") as of: 259 | of.write(report_to_json(report)) 260 | else: 261 | report = process(args.file[0]) 262 | if args.text: 263 | print(report_to_text(report, args.elem, args.url)) 264 | else: 265 | print(report_to_json(report)) 266 | --------------------------------------------------------------------------------