Unknown intrusion traffic detection method based on unsupervised learning and open-set recognition

Abstract Intrusion traffic detection technology is an important network protection technology to ensure network communication security and protect users’ information privacy. To address problems relating to the low classification accuracy of current intrusion traffic detection algorithms and that mo...

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Bibliographic Details
Main Authors: Jun Fang, Cunxiang Xie
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-01084-1
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