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Intrusion detection systems for intra-vehicle networks : a review
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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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Official URL: http://doi.org/10.1109/ACCESS.2019.2894183
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 | ||||||||||||
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| Subjects: | T Technology > TE Highway engineering. Roads and pavements T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > 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: |
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| Volume: | 7 | ||||||||||||
| Number: | 1 | ||||||||||||
| Page Range: | pp. 21266-21289 | ||||||||||||
| DOI: | 10.1109/ACCESS.2019.2894183 | ||||||||||||
| Status: | Peer Reviewed | ||||||||||||
| Publication Status: | Published | ||||||||||||
| Reuse Statement (publisher, data, author rights): | © 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: |
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