EIFDAA: Evaluation of an IDS with function-discarding adversarial attacks in the IIoT

The complexity of the Industrial Internet of Things (IIoT) presents higher requirements for intrusion detection systems (IDSs). An adversarial attack is a threat to the security of machine learning-based IDSs. For such a complex situation, this paper analyses adversarial attackers’ ability to deceiv...

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Bibliographic Details

Published in:	Heliyon
Main Authors:	Shiming Li, Jingxuan Wang, Yuhe Wang, Guohui Zhou, Yan Zhao
Format:	Article
Language:	English
Published:	Elsevier 2023-02-01
Subjects:	Adversarial attack Intrusion detection system Industrial internet of things Machine learning
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844023007272