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20072026
most citedProving Differential Privacy via Probabilistic Couplings

98 citations · 437 across the 19 of their papers we have counts for

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12 papers · 1 filter

cs.LO2021

Formalizing the Face Lattice of Polyhedra

Xavier Allamigeon, Ricardo D. Katz, Pierre-Yves Strub

Faces play a central role in the combinatorial and computational aspects of polyhedra. In this paper, we present the first formalization of faces of polyhedra in the proof assistan…

cs.LO2018★ 24 cited

Computer-aided proofs for multiparty computation with active security

Helene Haagh, Aleksandr Karbyshev, Sabine Oechsner +2

Secure multi-party computation (MPC) is a general cryptographic technique that allows distrusting parties to compute a function of their individual inputs, while only revealing the…

cs.LO2018

An Assertion-Based Program Logic for Probabilistic Programs

Gilles Barthe, Thomas Espitau, Marco Gaboardi +3

Research on deductive verification of probabilistic programs has considered expectation-based logics, where pre- and post-conditions are real-valued functions on states, and assert…

cs.LO2017

Relational -Liftings for Differential Privacy

Gilles Barthe, Thomas Espitau, Justin Hsu +2

Recent developments in formal verification have identified approximate liftings (also known as approximate couplings) as a clean, compositional abstraction for proving differential…

cs.LO2016★ 54 cited

Advanced Probabilistic Couplings for Differential Privacy

Gilles Barthe, Noémie Fong, Marco Gaboardi +3

Differential privacy is a promising formal approach to data privacy, which provides a quantitative bound on the privacy cost of an algorithm that operates on sensitive information.…

cs.LO2016

A program logic for union bounds

Gilles Barthe, Marco Gaboardi, Benjamin Grégoire +2

We propose a probabilistic Hoare logic aHL based on the union bound, a tool from basic probability theory. While the union bound is simple, it is an extremely common tool for analy…