Auditing Private Prediction

Karan Chadha, Matthew Jagielski, Nicolas Papernot +2

Differential privacy (DP) offers a theoretical upper bound on the potential privacy leakage of analgorithm, while empirical auditing establishes a practical lower bound. Auditing t…