Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things

Network traffic classification (NTC) has attracted great attention in many applications such as secure communications, intrusion detection systems. The existing NTC methods based on supervised learning rely on sufficient labeled datasets in the training phase, but for most traffic datasets, it is di...

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Hlavní autoři:	Weijie Zhang, Lanping Zhang, Xixi Zhang, Yu Wang, Pengfei Liu, Guan Gui
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-09-01
Edice:	Future Internet
Témata:	network traffic classification convolutional adversarial autoencoder Internet of things unsupervised learning deep clustering
On-line přístup:	https://www.mdpi.com/1999-5903/15/9/298
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