A Defense Method Based on Natural Scene Statistics and Autoencoders to Enhance the Robustness of Darknet Traffic Classifiers

Yan Tang, ZiQiang Ma, Hailong Teng, Tianyu Yang. A Defense Method Based on Natural Scene Statistics and Autoencoders to Enhance the Robustness of Darknet Traffic Classifiers. In Tadahiro Taniguchi, Andrew Chi-Sing Leung, Tadashi Kozuno, Junichiro Yoshimoto, Mufti Mahmud, Maryam Doborjeh, Kenji Doya, editors, Neural Information Processing - 32nd International Conference, ICONIP 2025, Okinawa, Japan, November 20-24, 2025, Proceedings, Part IV. Volume 16312 of Lecture Notes in Computer Science, pages 490-505, Springer, 2025. [doi]

Authors

Yan Tang

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ZiQiang Ma

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Hailong Teng

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Tianyu Yang

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