usfAD based effective unknown attack detection focused IDS framework

usfAD based effective unknown attack detection focused IDS framework

Abstract The rapid expansion of varied network systems, including the Internet of Things (IoT) and the Industrial Internet of Things (IIoT), has led to an increasing range of cyber threats. Ensuring robust protection against these threats necessitates the implementation of an effective Intrusion Det...

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Bibliographic Details
Main Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
IoT
Network traffic
Intrusion detection system
Anomaly detection
One class classification
Zero day attacks
Online Access:https://doi.org/10.1038/s41598-024-80021-0
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