A new perspective towards the development of robust data-driven intrusion detection for industrial control systems

Most of the machine learning-based intrusion detection tools developed for Industrial Control Systems (ICS) are trained on network packet captures, and they rely on monitoring network layer traffic alone for intrusion detection. This approach produces weak intrusion detection systems, as ICS cyber-a...

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Bibliographic Details
Main Authors: Abiodun Ayodeji, Yong-kuo Liu, Nan Chao, Li-qun Yang
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Nuclear Engineering and Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573320300590