Advanced Probabilistic Couplings for Differential Privacy

Author:

Barthe Gilles1,Fong Noémie2,Gaboardi Marco3,Grégoire Benjamin4,Hsu Justin5,Strub Pierre-Yves1

Affiliation:

1. IMDEA Software Institute, Madrid, Spain

2. Ecole Normale Superieure, Paris, France

3. University at Buffalo, SUNY, Buffalo, NY, USA

4. INRIA, Sophia-Antipolis, France

5. University of Pennsylvania, Philadelphia, PA, USA

Funder

Simons Foundation

National Science Foundation

Publisher

ACM

Reference52 articles.

1. Geo-indistinguishability

2. Beyond Differential Privacy: Composition Theorems and Relational Logic for f-divergences between Probabilistic Programs

3. G. Barthe B. Grégoire J. Hsu and P.-Y. Strub. Coupling proofs are probabilistic product programs. G. Barthe B. Grégoire J. Hsu and P.-Y. Strub. Coupling proofs are probabilistic product programs.

4. Formal certification of code-based cryptographic proofs

5. Verified Computational Differential Privacy with Applications to Smart Metering

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4. Asynchronous Probabilistic Couplings in Higher-Order Separation Logic;Proceedings of the ACM on Programming Languages;2024-01-05

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