A survey of network intrusion detection systems for controller area network

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Abstract

Modern vehicles are complex safety critical cyber physical systems, that are connected to the outside world, with all security implications that brings. To enhance vehicle security several network intrusion detection systems (NIDS) have been proposed for the CAN bus, the predominant type of in-vehicle network. The in-vehicle CAN bus, however, is a challenging place to do intrusion detection as messages provide very little information; interpreting them requires specific knowledge about the implementation that is not readily available. In this paper we collect how existing solutions address this challenge by providing an organized inventory of frame based CAN NIDS proposed in literature, categorizing them based on what information they extract from the network and how they build their model.

Original languageEnglish
Title of host publication2019 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2019
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Number of pages6
ISBN (Electronic)9781728134734
DOIs
Publication statusPublished - Sep 2019
Event2019 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2019 - Cairo, Egypt
Duration: 4 Sep 20196 Sep 2019

Conference

Conference2019 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2019
CountryEgypt
CityCairo
Period4/09/196/09/19

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Keywords

  • In-vehicle communication
  • Intrusion detection for vehicles
  • Security

Cite this

Dupont, G., den Hartog, J., Etalle, S., & Lekidis, A. (2019). A survey of network intrusion detection systems for controller area network. In 2019 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2019 [8906465] Piscataway: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICVES.2019.8906465