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Supervised Contrastive ResNet and Transfer Learning for the In-vehicle Intrusion Detection System. (arXiv:2207.10814v1 [cs.CR])
July 25, 2022, 1:20 a.m. | Thien-Nu Hoang, Daehee Kim
cs.CR updates on arXiv.org arxiv.org
High-end vehicles have been furnished with a number of electronic control
units (ECUs), which provide upgrading functions to enhance the driving
experience. The controller area network (CAN) is a well-known protocol that
connects these ECUs because of its modesty and efficiency. However, the CAN bus
is vulnerable to various types of attacks. Although the intrusion detection
system (IDS) is proposed to address the security problem of the CAN bus, most
previous studies only provide alerts when attacks occur without knowing …
detection intrusion intrusion detection intrusion detection system system vehicle
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