A certifying frontend for subpolyhedral abstract domainsReport as inadecuate

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Abstract : Convex polyhedra provide a relational abstraction of numerical properties for static analysis of programs by abstract interpretation. We describe a lightweight certification of polyhedral abstract domains using the Coq proof assistant. Our approach consists in delegating most computations to an untrusted backend and in checking its outputs with a certified frontend. The backend is free to implement relaxations of domain operators in order to trade some precision for more efficiency, but must produce hints about the soundness of its results. Experiments with a full-precision backend show that the certification overhead is small and that the certified abstract domain has comparable performance to non-certifying state-of-the-art implementations.

Keywords : abstract interpretation abstract domain of polyhedra program verification in Coq

Author: Alexis Fouilhe - Sylvain Boulmé -

Source: https://hal.archives-ouvertes.fr/


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