Analysis of the network protocol syntax based on similarity matching

  • Liang Guo
  • , Sen Lin Luo
  • , Li Min Pan*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

To solve the problems in analysis of the network protocol syntax, which are rely on human intervention, low efficiency and narrow scope, a method was proposed for analysis of network protocol syntax based on similarity matching. The main process of the method include collecting the raw packets by network sniffer, and then preprocessing the packets, using a variety of methods for 9 features extraction, establishing a network protocol syntax analysis model based on similarity matching method, to analyze the syntax feature of network protocol. Taking the TCP protocol as a known protocol, experiments were actualized with different types of protocols as UDP, DNS and QQ. The results show that in the three types of protocol header, more than 33% of the correct similar syntax fields can be found in TCP protocol, and the average accuracy rate was over 96%, the process needs not manual intervention, it can improve the analysis efficiency, reduce the constraints, expand the scope of the analysis, and analyze the network protocol syntax more effectively.

Original languageEnglish
Pages (from-to)520-523
Number of pages4
JournalBeijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume36
Issue number5
DOIs
Publication statusPublished - 1 May 2016

Keywords

  • Analysis of the network protocol syntax
  • Protocol reverse
  • Similarity matching

Fingerprint

Dive into the research topics of 'Analysis of the network protocol syntax based on similarity matching'. Together they form a unique fingerprint.

Cite this