An anomaly intrusion detection system employing associative string processor

Zouheir Trabelsi, Riham Mahdy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The genetic material that encodes the unique characteristics of each individual, such as gender, eye color, and other human features is the well-known Deoxyribonucleic acid (DNA). In this work, we introduce an anomaly intrusion detection system, built on the notion of a DNA sequence or gene, which is responsible for the normal network traffic patterns. Subsequently, the system detects suspicious activities by searching the "normal behavior DNA sequence" through string matching. Conversely, string matching is a computationally intensive. As a result, we adopt a monitoring phase that is hardware implemented with the intention that DNA pattern matching is performed at wire-speed. Finally, we provide the details of our Field Programmable Gate Array (FPGA) implementation of the bioinformatics-based string matching technique. We show that the proposed microarchitecture can handle fixed-length patterns at a rate of more than one character per cycle.

Original languageEnglish
Title of host publication9th International Conference on Networks, ICN 2010
Pages220-225
Number of pages6
DOIs
Publication statusPublished - 2010
Event9th International Conference on Networks, ICN 2010 - Menuires, France
Duration: Apr 11 2010Apr 16 2010

Publication series

Name9th International Conference on Networks, ICN 2010

Other

Other9th International Conference on Networks, ICN 2010
Country/TerritoryFrance
CityMenuires
Period4/11/104/16/10

Keywords

  • Anomaly identification
  • Bioinformatics
  • CAM
  • DNA computing
  • FPGA
  • Network Intrusion Detection
  • Pattern matching

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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