Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks

Yingying Zhang, Hongyang Yan, Guanbiao Lin, Shiyu Peng, Zhenxin Zhang, Yufeng Wang. Squeeze-Loss: A Utility-Free Defense Against Membership Inference Attacks. In Xiaofeng Chen 0001, Xinyi Huang 0001, Miroslaw Kutylowski, editors, Security and Privacy in Social Networks and Big Data - 8th International Symposium, SocialSec 2022, Xi'an, China, October 16-18, 2022, Proceedings. Volume 1663 of Communications in Computer and Information Science, pages 294-306, Springer, 2022. [doi]

Abstract

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