1D CNN and BiSRU Based Intrusion Detection Method for Industrial Control Systems

With the integration of industrial control systems (ICSs) and modern IT networks, the security of ICSs has been threatened while increasing their efficiency. Existing intrusion detection methods based on machine learning, such as Support Vector Machine (SVM), Decision Tree, etc., usually rely on man...

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Veröffentlicht in:	Journal of Information Science and Engineering 2024-01, Vol.40 (1), p.107-123
Hauptverfasser:	Cai, Zeng-Yu, Du, Hong-Yu, Wang, Hao-Qi, Zhang, Jian-Wei, Zhu, Liang
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Communications traffic Control systems Decision trees Gas pipelines Industrial electronics Machine learning Natural gas Neural networks Recurrent neural networks Support vector machines
Online-Zugang:	Volltext
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