Encrypted traffic classification encoder based on lightweight graph representation

Abstract In recent years, traffic encryption technology has been widely adopted for user information protection, leading to a substantial increase in encrypted traffic in communication networks. To address issues such as unclear local key features and low classification accuracy in traditional malic...

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Bibliographic Details
Main Authors: ZhenWei Chen, XiaoXu Wei, YongSheng Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05225-4
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