SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark

J Niu, X Zhu, M Zeng, G Zhang, Q Zhao… - arXiv preprint arXiv …, 2023 - arxiv.org
Membership inference (MI) attacks threaten user privacy through determining if a given data
example has been used to train a target model. However, it has been increasingly …

SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark

J Niu, X Zhu, M Zeng, G Zhang, Q Zhao… - arXiv e …, 2023 - ui.adsabs.harvard.edu
Membership inference (MI) attacks threaten user privacy through determining if a given data
example has been used to train a target model. However, it has been increasingly …