WFF-EGNN: Encrypted Traffic Classification Based on Weaved Flow Fragment via Ensemble Graph Neural Networks

Traffic analysis plays an essential role in network management and security protection under the premise of fully protecting user privacy. Unfortunately, encryption dramatically reduces the disclosure of traffic information, making encrypted traffic analysis more challenging than plaintext traffic a...

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Bibliographic Details

Published in:	IEEE Transactions on Machine Learning in Communications and Networking
Main Authors:	Zihan Chen, Guang Cheng, Dandan Niu, Xing Qiu, Yuyu Zhao, Yuyang Zhou
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Encrypted traffic classification ensemble graph deep learning graph neural networks open-world environment weaved flow fragment
Online Access:	https://ieeexplore.ieee.org/document/10278468/