Added JA3 blacklist downloader/checker from abuse.ch

Signed-off-by: Toni Uhlig <matzeton@googlemail.com>

1 files changed, 46 insertions, 1 deletions

diff --git a/examples/py-ja3-checker/py-ja3-checker.py b/examples/py-ja3-checker/py-ja3-checker.py
index 0ef4e3ff9..3e7e9418f 100755
--- a/examples/py-ja3-checker/py-ja3-checker.py
+++ b/examples/py-ja3-checker/py-ja3-checker.py
@@ -1,7 +1,9 @@
 #!/usr/bin/env python3
 
+import io
 import json
 import os
+import pandas
 import requests
 import sys
 import time
@@ -21,6 +23,38 @@ ja3_fps = dict()
 # 1 hour = 3600 sec/hour = (60 minutes/hour) * (60 seconds/minute)
 JA3_FP_MAX_AGE = 60 * 60
 
+global ja3_bl
+ja3_bl = None
+
+global ja3_bl_printed
+ja3_bl_printed = dict()
+
+
+def downloadJA3Blacklist():
+    response = requests.get(
+        'https://sslbl.abuse.ch/blacklist/ja3_fingerprints.csv'
+    )
+    if response.status_code == 200:
+        global ja3_bl
+        ja3_bl = pandas.read_csv(io.StringIO(response.text), header=9)
+        return True
+    return False
+
+
+def getBlacklisted(ja3_hash):
+    global ja3_bl
+    return ja3_bl[(ja3_bl['# ja3_md5'] == ja3_hash)]
+
+
+def checkBlacklisted(ja3_hash):
+    if ja3_bl is None:
+        return
+    csv_entry = getBlacklisted(ja3_hash)
+    if not csv_entry.empty and ja3_hash not in ja3_bl_printed:
+        print('Found CSV JA3 blacklist entry:')
+        print(csv_entry)
+        ja3_bl_printed[ja3_hash] = True
+
 
 class JA3ER(object):
     def __init__(self, json_dict):
@@ -35,6 +69,7 @@ class JA3ER(object):
 
 
 def isJA3InfoTooOld(ja3_hash):
+    global ja3_fps
     if ja3_hash in ja3_fps:
         if ja3_fps[ja3_hash].isTooOld() is True:
             print('Fingerprint {} too old, re-newing..'.format(ja3_hash))
@@ -46,6 +81,7 @@ def isJA3InfoTooOld(ja3_hash):
 
 
 def getInfoFromJA3ER(ja3_hash):
+    global ja3_fps
     response = requests.get('https://ja3er.com/search/' + ja3_hash)
     if response.status_code == 200:
         ja3_fps[ja3_hash] = JA3ER(json.loads(response.text, strict=True))
@@ -81,6 +117,8 @@ def onJsonLineRecvd(json_dict, current_flow, global_user_data):
         if isJA3InfoTooOld(json_dict['tls']['ja3']) is True:
             getInfoFromJA3ER(json_dict['tls']['ja3s'])
 
+        checkBlacklisted(json_dict['tls']['ja3'])
+
     return True
 
 
@@ -96,6 +134,13 @@ if __name__ == '__main__':
                              str(address[1])
                              if type(address) is tuple else address))
 
+    if downloadJA3Blacklist() is False:
+        print('Could not download JA3 blacklist.')
     nsock = nDPIsrvdSocket()
     nsock.connect(address)
-    nsock.loop(onJsonLineRecvd, None)
+    try:
+        nsock.loop(onJsonLineRecvd, None)
+    except nDPIsrvd.SocketConnectionBroken as err:
+        sys.stderr.write('\n{}\n'.format(err))
+    except KeyboardInterrupt:
+        print()