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]

@inproceedings{NaKS23,
  title = {Witnessing Erosion of Membership Inference Defenses: Understanding Effects of Data Drift in Membership Privacy},
  author = {Seung Ho Na and KwanWoo Kim and Seungwon Shin},
  year = {2023},
  doi = {10.1145/3607199.3607224},
  url = {https://doi.org/10.1145/3607199.3607224},
  researchr = {https://researchr.org/publication/NaKS23},
  cites = {0},
  citedby = {0},
  pages = {250-263},
  booktitle = {Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses, RAID 2023, Hong Kong, China, October 16-18, 2023},
  publisher = {ACM},
}