NMLab Final Project

Networking and Multimedia Lab (2018 Spring) at National Taiwan University

Reference: [Packettotal]

Flow Detection

convert network flow to csv files

• Usage
  • Real-time

  python pcap2csv.py realtime --packet_cnt[int]
  

  • Off-time

   python pcap2csv.py offtime --input[pcap directory] --output[csv directory]
  

Flow Classification

• Usage:

  choose arch from [...] (K-nearest neighboring, decision tree, random forest for Scenario B)

  modify the config.json if other attributes specified

  • Scenario A

        python classifierA.py -k 10 --input-csv [csv_file] --config [config.json] --arch [knn, tree] 
    

  • Scenario B

        python classifierB.py -k 10 --input-csv [csv_file] --config [config.json] --arch [knn, tree, forest]