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DeepAuditor: Distributed Online Intrusion Detection System for IoT devices via Power Side-channel Auditing. (arXiv:2106.12753v3 [cs.CR] UPDATED)
cs.CR updates on arXiv.org arxiv.org
As the number of IoT devices has increased rapidly, IoT botnets have
exploited the vulnerabilities of IoT devices. However, it is still challenging
to detect the initial intrusion on IoT devices prior to massive attacks. Recent
studies have utilized power side-channel information to identify this intrusion
behavior on IoT devices but still lack accurate models in real-time for
ubiquitous botnet detection.
We proposed the first online intrusion detection system called DeepAuditor
for IoT devices via power auditing. To develop the …
auditing channel detection devices distributed intrusion intrusion detection iot iot devices power side-channel system