Since communication security is not a primary concern at the beginning of in-vehicle network protocol design (e.g., controller area network, CAN), it is not a surprise that in-vehicle networks are exposed to numerous security threats. As vehicles are safety-critical, practical and effective steps should be taken to protect drivers and passengers. This chapter describes intrusion detection systems (IDS) on in-vehicle networks for reinforcing CAN security. These IDS mechanisms rely on spatiotemporal information of CAN data frames. Given limited computational power of in-vehicle electronic control units, lightweight IDS is preferred.
Spatiotemporal Information Based Intrusion Detection Systems for In-Vehicle Networks
Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems ; Chapter : 14 ; 425-451
2023-03-27
27 pages
Article/Chapter (Book)
Electronic Resource
English
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