Epsilon*: Privacy Metric for Machine Learning Models

Diana M. Negoescu, Humberto Gonzalez, Saad Eddin Al Orjany +9

We introduce Epsilon*, a new privacy metric for measuring the privacy risk of a single model instance prior to, during, or after deployment of privacy mitigation strategies. The me…