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- W2127745558 abstract "AbstractPrograms written in modern languages perform intricate manipulations of containers such as arrays, lists, dictionaries, and sets. We present an abstract interpretation-based framework for automatically inferring relations between the set of values stored in these containers. Relations include inclusion relations over unions and intersections, as well as quantified relationships with scalar variables. We develop an abstract domain constructor that builds a container domain out of a Quantified Union-Intersection Constraint (QUIC) graph parameterized by an arbitrary base domain. We instantiate our domain with a polyhedral base domain and evaluate it on programs extracted from the Python test suite. Over traditional, non-relational domains, we find significant precision improvements with minimal performance cost.KeywordsInference RuleAbstract InterpretationBase DomainConstraint GraphAbstract DomainThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
- W2127745558 created "2016-06-24" @default.
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- W2127745558 date "2013-01-01" @default.
- W2127745558 modified "2023-10-11" @default.
- W2127745558 title "QUIC Graphs: Relational Invariant Generation for Containers" @default.
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- W2127745558 doi "https://doi.org/10.1007/978-3-642-39038-8_17" @default.
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