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Valentin Dorseuil, Meenatchi Sundaram Muthu Selva Annamalai, Jamal Atif, Olivier Cappé, Nicolas Papernot

Public reference bibliography and cataloged PDF materials authored or published by Valentin Dorseuil, Meenatchi Sundaram Muthu Selva Annamalai, Jamal Atif, Olivier Cappé, Nicolas Papernot.

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Reliable Estimation of Differential Privacy under Selection Bias

Year: 2026 • Source: arxiv.org • Listed PDF

Statistical privacy audits are essential for verifying the theoretical privacy guarantees of differentially private (DP) mechanisms. Auditors typically use Membership Inference Attacks (MIAs) to estimate a lower bound on...