Yi-Ding Su

Unifying Privacy Accounting: Information Equivalence and Information Loss

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 establish information eq...