CapBad: Content-Agnostic, Payload-Based Anomaly Detector for Industrial Control Protocols
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DOI: 10.1109/jiot.2021.3138534
Abstract: Efficient anomaly detection methods are urgently needed to prevent attacks in the application layer of the Industrial Internet of Things (IIoT). The existing intrusion detection systems have certain limitations in detecting abnormal packets exploited by… read more here.
Keywords: anomaly detector; based anomaly; content agnostic; payload based ... See more keywords
Adversarial Attacks Against IoT Identification Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3229906
Abstract: While machine learning (ML)-based solutions for Internet of Things (IoT) device identification are effective in identifying IoT devices connected to the network, they may be vulnerable to adversarial attacks. Conventional approaches for crafting adversarial attacks… read more here.
Keywords: adversarial attacks; device identification; identification; iot identification ... See more keywords