Picture the Epsilon: Pursuing Identity-Level Privacy Guarantees for Images

Arman Zareian Jahromi, Vishnu Bondalakunta, Mohammad Akbar Bin Shah +3

Several methods for auditing privacy in embedding spaces report a number called "epsilon." The common name is misleading: one number may be a heuristic score, another may come from…