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FedETC: Encrypted traffic classification based on federated learning

The current popular traffic classification methods based on feature engineering and machine learning are difficult to obtain suitable traffic feature sets for multiple traffic classification tasks. Besides, data privacy policies prohibit network operators from collecting and sharing traffic data tha...

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Hlavní autoři: Zhiping Jin, Ke Duan, Changhui Chen, Meirong He, Shan Jiang, Hanxiao Xue
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2024-08-01
Edice:Heliyon
Témata:
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2405844024119937
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