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Network-Protocols-Similarity

This is research project under Frankfurt University of Applied Sciences https://www.frankfurt-university.de/

This project aims to Text Similarity Metrics, applying them in HEX representation of Network protocols and do a statistical test to find out which Metrics is best applicable to which protocol. do a statistical test to prove or reject the possibility of distinguishing between protocols be payload comparing.

Description

This research project contains the following folders :

  • documents: some project documentation, and experiment explanation.
  • resources: PDFs resource and related works.
  • scripts: Experiment automate script/Results, SIP Simulation script, FTP payload extraction script SIP server Simulation script .. Etc
  • SimilarityMetrics: Java Implementation of different Text Similarity Metrics.
  • PcapReader: Java Project to extract different protocols payload content and save them in sperate files
  • PacketComparing: Java project to extract the similarity metrics result of different protocols comparison and save results in excel file
  • PacketClustring: Java Project (still not fully implemented), aims to do classification based on protocol payload similarity and feature selection

Note

Please refer to each folder to find more explanation about each project