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Unifying Privacy Accounting: Information Equivalence and Information Loss

Su, Buxin et al.
arXiv (All) · Papers
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cryptography-and-securityinformation-theorystatistics-theory
Differential privacy (DP) admits several notions, but the choice among them may affect both privacy analysis and utility. In this paper, we consider four mainstream curve-based privacy notions within a unified information-theoretic framework. For a fixed ordered pair of output distributions, we esta
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