|
| 1 | +''' |
| 2 | +PREDICTION : Compasses through bot activity files and manual activity files |
| 3 | + to get an idea about the differences in packet sizes between bot and manual activities |
| 4 | +CUSTOM INPUT : Enter the path to manual directory : *enter the location to the directory in your local machine* |
| 5 | + Enter the path to bot directory : *enter the location to the directory in your local machine* |
| 6 | +''' |
| 7 | + |
| 8 | +import pyshark |
| 9 | +import asyncio |
| 10 | +import os |
| 11 | + |
| 12 | +def main(): |
| 13 | + #asking for input from the user |
| 14 | + |
| 15 | + path1=input("Enter the path to manual directory : ") |
| 16 | + path2=input("Enter the path o bot directory : ") |
| 17 | + |
| 18 | + #extracting all manual files from manual directory |
| 19 | + |
| 20 | + l1=os.listdir(path1) |
| 21 | + |
| 22 | + #initialize two sets to store the unique tls segment length |
| 23 | + |
| 24 | + bot=set() |
| 25 | + manual=set() |
| 26 | + |
| 27 | + #iterating over the manual file list |
| 28 | + |
| 29 | + for i in l1: |
| 30 | + |
| 31 | + f=open(path1+"/"+str(i),'r') |
| 32 | + cap=pyshark.FileCapture(f,only_summaries=False,display_filter='tls.record.content_type==23') |
| 33 | + |
| 34 | + for pkt in cap: |
| 35 | + try: |
| 36 | + manual.add(pkt.tls.record_length) |
| 37 | + except: |
| 38 | + continue |
| 39 | + |
| 40 | + f.close() |
| 41 | + |
| 42 | + print("The unique tls segment lengths collected from all the manual capture files are as below \n") |
| 43 | + Manual=list(manual) |
| 44 | + print(Manual) |
| 45 | + print("\n") |
| 46 | + |
| 47 | + #extracting all bot files from the bot directory |
| 48 | + |
| 49 | + |
| 50 | + l2=os.listdir(path2) |
| 51 | + #print(l2) |
| 52 | + |
| 53 | + #iterating over the bot file list |
| 54 | + |
| 55 | + for i in l2: |
| 56 | + |
| 57 | + f=open(path2+"/"+str(i),'r') |
| 58 | + cap=pyshark.FileCapture(f,only_summaries=False,display_filter='tls.record.content_type==23') |
| 59 | + |
| 60 | + for pkt in cap: |
| 61 | + try: |
| 62 | + bot.add(pkt.tls.record_length) |
| 63 | + except: |
| 64 | + continue |
| 65 | + f.close() |
| 66 | + |
| 67 | + print("The unique tls segment lengths collected from all the bot capture files are as below \n") |
| 68 | + Bot=list(bot) |
| 69 | + print(Bot) |
| 70 | + print("\n") |
| 71 | + |
| 72 | + #printing the similar segment lengths from both the directories |
| 73 | + print("The similar segment lengths from both types of capture files are as below \n") |
| 74 | + common=manual.intersection(bot) |
| 75 | + Common=list(common) |
| 76 | + print(Common) |
| 77 | + print("\n") |
| 78 | + |
| 79 | + print("The unique manual tls segments are\n") |
| 80 | + manual_unique=manual-(manual.intersection(bot)) |
| 81 | + print(list(manual_unique)) |
| 82 | + print("\n") |
| 83 | + |
| 84 | + print("The unique bot tls segments are\n") |
| 85 | + bot_unique=bot-(manual.intersection(bot)) |
| 86 | + print(list(bot_unique)) |
| 87 | + print("\n") |
| 88 | + |
| 89 | + #storing the data in a file |
| 90 | + with open("bot_manual_data","w") as fhandle: |
| 91 | + fhandle.write("\n") |
| 92 | + for line in Manual: |
| 93 | + fhandle.write(line) |
| 94 | + fhandle.write(",") |
| 95 | + fhandle.write("\n") |
| 96 | + for line in Bot: |
| 97 | + fhandle.write(line) |
| 98 | + fhandle.write(",") |
| 99 | + fhandle.write("\n") |
| 100 | + for line in Common: |
| 101 | + fhandle.write(line) |
| 102 | + fhandle.write(",") |
| 103 | + fhandle.write("\n") |
| 104 | + |
| 105 | +if __name__ == "__main__": |
| 106 | + #read() |
| 107 | + main() |
| 108 | + #dmain() |
| 109 | + |
| 110 | + |
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