Reliable Estimation of Differential Privacy under Selection Bias

Valentin Dorseuil, Meenatchi Sundaram Muthu Selva Annamalai, Jamal Atif +2

Statistical privacy audits are essential for verifying the theoretical privacy guarantees of differentially private (DP) mechanisms. Auditors typically use Membership Inference Att…