Can Membership Inferencing be Refuted?

Z Kong, AR Chowdhury, K Chaudhuri - arXiv preprint arXiv:2303.03648, 2023 - arxiv.org
Membership inference (MI) attack is currently the most popular test for measuring privacy
leakage in machine learning models. Given a machine learning model, a data point and …

Can Membership Inferencing be Refuted?

Z Kong, AR Chowdhury, K Chaudhuri - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Membership inference (MI) attack is currently the most popular test for measuring privacy
leakage in machine learning models. Given a machine learning model, a data point and …