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News/Assessing Per-Sample Membership Inference Vulnerability without Retraining
arxiv
PublishedNovember 14, 2026 at 5:00 AM

Assessing Per-Sample Membership Inference Vulnerability without Retraining

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arXiv:2602.15919v3 Announce Type: replace-cross Abstract: Recent work in the privacy literature shows that sample-targeted membership inference attacks (MIAs) significantly outperform untargeted approaches by a wide margin. Motivated by this observation, we address the following question: can the pr

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