On the Performance of Detecting Injection of Fabricated Messages into the CAN Bus

There have been several public demonstrations of attacks on connected vehicles showing the ability of an attacker to take control of a targeted vehicle by injecting messages into their Controller Area Network (CAN) bus. In this article, using injected speed reading and Revolutions Per Minute (RPM) r...

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Veröffentlicht in:	IEEE transactions on dependable and secure computing 2022-01, Vol.19 (1), p.468-481
Hauptverfasser:	Othmane, Lotfi ben, Dhulipala, Lalitha, Abdelkhalek, Moataz, Multari, Nicholas, Govindarasu, Manimaran
Format:	Artikel
Sprache:	eng
Schlagworte:	Anomalies Anomaly detection Automobiles Buses (vehicles) CAN bus Cluster analysis Clustering Connected vehicles Control equipment Controller area network Electronic control Hidden Markov models machine learning Markov chains Messages Performance evaluation Pins Protocols Supervised learning Teaching methods Test facilities Unsupervised learning Vector quantization
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