Witnessing Erosion of Membership Inference Defenses: Understanding Effects of Data Drift in Membership Privacy

Seung Ho Na, KwanWoo Kim, Seungwon Shin. Witnessing Erosion of Membership Inference Defenses: Understanding Effects of Data Drift in Membership Privacy. In Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses, RAID 2023, Hong Kong, China, October 16-18, 2023. pages 250-263, ACM, 2023. [doi]

Authors

Seung Ho Na

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KwanWoo Kim

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Seungwon Shin

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