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Bounded Model Checking for Hyperproperties

Tzu-Han Hsu, César Sánchez, Borzoo Bonakdarpour

2021Lecture notes in computer science34 citationsDOIOpen Access PDF

Abstract

Abstract This paper introduces a bounded model checking (BMC) algorithm for hyperproperties expressed in HyperLTL, which — to the best of our knowledge — is the first such algorithm. Just as the classic BMC technique for LTL primarily aims at finding bugs, our approach also targets identifying counterexamples. BMC for LTL is reduced to SAT solving, because LTL describes a property via inspecting individual traces. Our BMC approach naturally reduces to QBF solving, as HyperLTL allows explicit and simultaneous quantification over multiple traces. We report on successful and efficient model checking, implemented in our tool called , of a rich set of experiments on a variety of case studies, including security, concurrent data structures, path planning for robots, and mutation testing.

Topics & Concepts

Model checkingBounded functionComputer sciencePath (computing)CounterexampleProperty (philosophy)Variety (cybernetics)Theoretical computer scienceSet (abstract data type)AlgorithmProgramming languageMathematicsDiscrete mathematicsArtificial intelligencePhilosophyMathematical analysisEpistemologySecurity and Verification in ComputingSoftware Testing and Debugging TechniquesFormal Methods in Verification