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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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Збережено в:
Бібліографічні деталі
Автори: Weijie Zhang, Lanping Zhang, Xixi Zhang, Yu Wang, Pengfei Liu, Guan Gui
Формат: Artigo
Мова:Inglês
Опубліковано: MDPI AG 2023-09-01
Серія:Future Internet
Предмети:
Онлайн доступ:https://www.mdpi.com/1999-5903/15/9/298
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