Secure Split Learning Against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks

Yunlong Mao, Zexi Xin, Zhenyu Li, Jue Hong, Qingyou Yang, Sheng Zhong 0002. Secure Split Learning Against Property Inference, Data Reconstruction, and Feature Space Hijacking Attacks. In Gene Tsudik, Mauro Conti, Kaitai Liang, Georgios Smaragdakis, editors, Computer Security - ESORICS 2023 - 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25-29, 2023, Proceedings, Part IV. Volume 14347 of Lecture Notes in Computer Science, pages 23-43, Springer, 2023. [doi]

Abstract

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