Intrusion Detection and CAN Vehicle Networks
Contribution to a Book
Advanced Sciences and Technologies for Security Applications
In this chapter, we consider intrusion detection systems (IDS) in the context of an automotive controller area network (CAN), which is also known as the CAN bus. We provide a discussion of various IDS topics, including masquerade detection, and we include a selective survey of previous research involving IDS in a CAN network. We also discuss background topics and relevant practical issues, such as data collection on the CAN bus. Finally, we present experimental results where we have applied a variety of machine learning techniques to CAN data. We use both real and simulated data, and we conduct experiments to determine the status of a vehicle from its network packets, as well as to detect masquerading behavior on a CAN network.
Ashraf Saber, Fabio Di Troia, and Mark Stamp. "Intrusion Detection and CAN Vehicle Networks" Advanced Sciences and Technologies for Security Applications (2021): 125-154. https://doi.org/10.1007/978-3-030-60425-7_5