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cs.CR2026
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…
cs.CR2026
Toward Interpretable Privacy Guarantees in Face-Swapping Anonymization
Vishnu Bondalakunta, Arman Zareian Jahromi, Shuangqing Wei +1
Face-swapping has emerged as a promising approach to facial privacy protection, replacing a target individual's appearance with that of a donor while preserving non-facial context.…