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

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Publication:5327422
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DOI10.1007/978-3-642-39212-2_8zbMath1335.68043OpenAlexW2207879440MaRDI QIDQ5327422

Gilles Barthe, Federico Olmedo

Publication date: 7 August 2013

Published in: Automata, Languages, and Programming (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-39212-2_8


Mathematics Subject Classification ID

Database theory (68P15) Logic in computer science (03B70) Measures of information, entropy (94A17) Mathematical aspects of software engineering (specification, verification, metrics, requirements, etc.) (68N30)


Related Items

Unnamed Item, Divergences on monads for relational program logics, Asymmetric Distances for Approximate Differential Privacy, Approximate relational Hoare logic for continuous random samplings, Generalized Differential Privacy: Regions of Priors That Admit Robust Optimal Mechanisms


Uses Software

  • EasyCrypt


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