Proving Differential Privacy via Probabilistic Couplings
Author:
Affiliation:
1. IMDEA Software
2. University at Buffalo, SUNY
3. Inria
4. University of Pennsylvania
Funder
National Science Foundation
Simons Foundation
Engineering and Physical Sciences Research Council
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/2933575.2934554
Reference31 articles.
1. M. Barr . Relational algebras. In S. Mac Lane editor Reports of the Midwest Category Seminar IV volume 137 of Lecture Notes in Mathematics page 39 -- 55 . Springer-Verlag 1970 . M. Barr. Relational algebras. In S. Mac Lane editor Reports of the Midwest Category Seminar IV volume 137 of Lecture Notes in Mathematics page 39--55. Springer-Verlag 1970.
2. Beyond Differential Privacy: Composition Theorems and Relational Logic for f-divergences between Probabilistic Programs
3. Formal certification of code-based cryptographic proofs
4. Probabilistic Relational Reasoning for Differential Privacy
5. Proving Differential Privacy in Hoare Logic
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