General-Purpose $f$-DP Estimation and Auditing in a Black-Box Setting

Önder Askin, Holger Dette, Martin Dunsche +4

In this paper we propose new methods to statistically assess $f$-Differential Privacy ($f$-DP), a recent refinement of differential privacy (DP) that remedies certain weaknesses of…