Gradient-based evasion attacks can lower the detection rate of CAN-bus intrusion detection systems, with effectiveness depending on attacker knowledge, dataset, and detector architecture.
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Assessing the Resilience of Automotive Intrusion Detection Systems to Adversarial Manipulation
Gradient-based evasion attacks can lower the detection rate of CAN-bus intrusion detection systems, with effectiveness depending on attacker knowledge, dataset, and detector architecture.