DUdetector: A dual-granularity unsupervised model for network anomaly detection

Internet of Things (IoT) devices are often used as springboards for network intrusion due to the open nature of IoT protocol stacks that enable automatic inter-connection and data sharing among devices, so it is critical to develop network anomaly detection algorithms that can be deployed at importa...

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Bibliographic Details

Published in:	Computer networks (Amsterdam, Netherlands : 1999) Vol. 257; p. 110937
Main Authors:	Geng, Haijun, Ma, Qi, Chi, Haotian, Zhang, Zhi, Yang, Jing, Yin, Xia
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2025
Subjects:	AutoEncoder Dual-granularity Internet of things attack Transformer Unsupervised anomaly detection Transformer Dual-granularity Internet of things attack AutoEncoder Unsupervised anomaly detection
ISSN:	1389-1286
Online Access:	Get full text
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