Hybrid Intrusion Detection Mechanisms for Integrated Electronic Systems

Qi Qiao, Daojing He, Yun Gao, Sencun Zhu, Jiahao Gao, Sammy Chan

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

1 Scopus citations

Abstract

While integrated electronic systems (IESs) are widely used in military and civilian applications, their security issues are barely studied. By analyzing the architecture of the system and the characteristics of bus communication, this paper proposes an intrusion detection method based on the message sequence and behavioral rules of subsystems. According to the bus protocol, messages are divided into periodic and aperiodic messages. For the previous, we adopt sequence analysis and propose an algorithm that extract the sequence intelligently to determine if there are anomalies. For aperiodic messages, we detect the anomalies by modeling the system behaviors as decision trees. Through implementing experiments on our simulation system, we demonstrate that the proposed detection is more accurate than the existing schemes while incurring both lower false negative rate and lower false positive rate.

Original languageEnglish (US)
Title of host publication2020 17th IEEE International Conference on Sensing, Communication and Networking, SECON 2020
PublisherIEEE Computer Society
ISBN (Electronic)9781728166308
DOIs
StatePublished - Jun 2020
Event17th IEEE International Conference on Sensing, Communication and Networking, SECON 2020 - Virtual, Online, Italy
Duration: Jun 22 2020Jun 25 2020

Publication series

NameAnnual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops
ISSN (Print)2155-5486
ISSN (Electronic)2155-5494

Conference

Conference17th IEEE International Conference on Sensing, Communication and Networking, SECON 2020
Country/TerritoryItaly
CityVirtual, Online
Period6/22/206/25/20

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Hardware and Architecture
  • Electrical and Electronic Engineering

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