EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning

Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong. EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. In Yongdae Kim, Jong Kim 0001, Giovanni Vigna, Elaine Shi, editors, CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15 - 19, 2021. pages 2081-2095, ACM, 2021. [doi]

Abstract

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