Auditing Differential Privacy Guarantees Using Density Estimation

Antti Koskela, Jafar Mohammadi

We present a novel method for accurately auditing the differential privacy (DP) guarantees of DP mechanisms. In particular, our solution is applicable to auditing DP guarantees of…