X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network. (arXiv:2303.12278v1 [cs.CR])

Controller Area Network (CAN) is an essential networking protocol that
connects multiple electronic control units (ECUs) in a vehicle. However,
CAN-based in-vehicle networks (IVNs) face security risks owing to the CAN
mechanisms. An adversary can sabotage a vehicle by leveraging the security
risks if they can access the CAN bus. Thus, recent actions and cybersecurity
regulations (e.g., UNR 155) require carmakers to implement intrusion detection
systems (IDSs) in their vehicles. An IDS should detect cyberattacks and provide
a forensic capability …

access actions adversary area aware bus can bus carmakers control controller area network cybersecurity cybersecurity regulations detection intrusion intrusion detection intrusion detection system network networking networks protocol regulations risks sabotage security security risks signal system systems vehicle