most citedInitial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4

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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.…