Privacy Auditing with Zero (0) Training Run

Tudor Cebere, Mathieu Even, Linus Bleistein +1

Privacy auditing provides empirical lower bounds on the differential privacy parameters of learning algorithms. Existing methods, however, require interventional access to the trai…