Aljarrah, Omar, Maple, Carsten, Dianati, Mehrdad, Oxtoby, David and Mouzakitis, Alexandros (2019) Intrusion detection systems for intra-vehicle networks : a review. IEEE Access, 7 (1). pp. 21266-21289. doi:10.1109/ACCESS.2019.2894183

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Abstract

A modern vehicle is a complex system of sensors, electronic control units, and actuators connected through different types of intra-vehicle networks to control and monitor the state of the vehicle.
In addition, modern vehicles are becoming increasingly connected to the outside world through V2X technologies. However, these provide new attack surfaces that increase the cybersecurity risk to modern
vehicles. To this end, there are two distinct and key challenges that need to be addressed to ensure safety and consumer trust. While modern vehicles must be equipped with the best countermeasures against cybersecurity threats, a reliable mechanism shall be also in place to detect the potential intrusions of the system while in operation, which is termed as intrusion detection. This paper provides a structured and comprehensive review of the state of the art of the intra-vehicle intrusion detection systems (IDSs) for passenger vehicles. We first provide an overview of intra-vehicle networks before reviewing contemporary research in intra-vehicle IDSs. The approach employed is to categorize the reviewed works based on their
detection technique and to examine the used feature and feature selection methods, evaluation dataset, attack type, performance metrics, and benchmark models. This paper also presents outstanding research challenges and gaps in intra-vehicle IDS research.

Item Type:	Journal Article
Subjects:	T Technology > TE Highway engineering. Roads and pavements T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Science > WMG (Formerly the Warwick Manufacturing Group)
Library of Congress Subject Headings (LCSH):	Intrusion detection systems (Computer security) , Vehicular ad hoc networks (Computer networks), Vehicular ad hoc networks (Computer networks) -- Security measures
Journal or Publication Title:	IEEE Access
Publisher:	IEEE
ISSN:	2169-3536
Official Date:	27 February 2019
Dates:	Date Event 27 February 2019 Published 14 February 2019 Available 4 January 2019 Accepted
Date of first compliant deposit:	15 July 2019
Volume:	7
Number:	1
Page Range:	pp. 21266-21289
DOI:	10.1109/ACCESS.2019.2894183
Status:	Peer Reviewed
Publication Status:	Published
Publisher Statement:	© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Access rights to Published version:	Open Access
Copyright Holders:	IEEE
RIOXX Funder/Project Grant:	Project/Grant ID RIOXX Funder Name Funder ID UNSPECIFIED Jaguar Land Rover (Firm) http://viaf.org/viaf/305209406 EP/N01300X/1 [EPSRC] Engineering and Physical Sciences Research Council http://dx.doi.org/10.13039/501100000266 EP/N510129/1 [EPSRC] Engineering and Physical Sciences Research Council http://dx.doi.org/10.13039/501100000266
Open Access Version:	Publisher

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