Auditing Privacy Mechanisms via Label Inference Attacks

Róbert István Busa-Fekete, Travis Dick, Claudio Gentile +3

We propose reconstruction advantage measures to audit label privatization mechanisms. A reconstruction advantage measure quantifies the increase in an attacker's ability to infer t…