Multivariate Abnormal Detection for Industrial Control Systems Using 1D CNN and GRU
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2993335
Abstract: Currently, most anomaly detection approaches in industrial control systems (ICSs) use network event logs to build models, and current unsupervised machine learning methods rarely use spatiotemporal correlations and other dependencies between multiple variables (sensors/actuators) in… read more here.
Keywords: detection industrial; industrial control; anomaly detection; control systems ... See more keywords
Recursive Watermarking-Based Transient Covert Attack Detection for the Industrial CPS
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3251857
Abstract: The subject of attack detection for industrial cyber-physical systems (IPCSs) is covered in this paper, which addresses threats from transient covert attacks (TCAs), also referred to as the second version of replay attacks with a… read more here.
Keywords: system; detection industrial; detection; attack detection ... See more keywords