A Framework for the Systematic Assessment of Anomaly Detectors in Time-Sensitive Automotive Networks

arXiv:2405.01324v1 Announce Type: cross
Abstract: Connected cars are susceptible to cyberattacks. Security and safety of future vehicles highly depend on a holistic protection of automotive components, of which the time-sensitive backbone network takes a significant role. These onboard Time-Sensitive Networks (TSNs) require monitoring for safety and -- as versatile platforms to host Network Anomaly Detection Systems (NADSs) -- for security. Still a thorough evaluation of anomaly detection methods in the context of hard real-time operations, automotive protocol stacks, and domain …

arxiv assessment automotive cars components connected connected cars cs.cr cs.ni cyberattacks framework future monitoring network networks protection role safety security sensitive vehicles