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Software Verification with PDR: An Implementation of the State of the Art

Property-directed reachability (PDR) is a SAT/SMT-based reachability algorithm that incrementally constructs inductive invariants. After it was successfully applied to hardware model checking, several adaptations to software model checking have been proposed. We contribute a replicable and thorough...

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Autores principales: Beyer, Dirk, Dangl, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439737/
http://dx.doi.org/10.1007/978-3-030-45190-5_1
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author Beyer, Dirk
Dangl, Matthias
author_facet Beyer, Dirk
Dangl, Matthias
author_sort Beyer, Dirk
collection PubMed
description Property-directed reachability (PDR) is a SAT/SMT-based reachability algorithm that incrementally constructs inductive invariants. After it was successfully applied to hardware model checking, several adaptations to software model checking have been proposed. We contribute a replicable and thorough comparative evaluation of the state of the art: We (1) implemented a standalone PDR algorithm and, as improvement, a PDR-based auxiliary-invariant generator for k-induction, and (2) performed an experimental study on the largest publicly available benchmark set of C verification tasks, in which we explore the effectiveness and efficiency of software verification with PDR. The main contribution of our work is to establish a reproducible baseline for ongoing research in the area by providing a well-engineered reference implementation and an experimental evaluation of the existing techniques.
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spelling pubmed-74397372020-08-21 Software Verification with PDR: An Implementation of the State of the Art Beyer, Dirk Dangl, Matthias Tools and Algorithms for the Construction and Analysis of Systems Article Property-directed reachability (PDR) is a SAT/SMT-based reachability algorithm that incrementally constructs inductive invariants. After it was successfully applied to hardware model checking, several adaptations to software model checking have been proposed. We contribute a replicable and thorough comparative evaluation of the state of the art: We (1) implemented a standalone PDR algorithm and, as improvement, a PDR-based auxiliary-invariant generator for k-induction, and (2) performed an experimental study on the largest publicly available benchmark set of C verification tasks, in which we explore the effectiveness and efficiency of software verification with PDR. The main contribution of our work is to establish a reproducible baseline for ongoing research in the area by providing a well-engineered reference implementation and an experimental evaluation of the existing techniques. 2020-03-13 /pmc/articles/PMC7439737/ http://dx.doi.org/10.1007/978-3-030-45190-5_1 Text en © The Author(s) 2020 Open Access This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made. The images or other third party material in this chapter are included in the chapter's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the chapter's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
spellingShingle Article
Beyer, Dirk
Dangl, Matthias
Software Verification with PDR: An Implementation of the State of the Art
title Software Verification with PDR: An Implementation of the State of the Art
title_full Software Verification with PDR: An Implementation of the State of the Art
title_fullStr Software Verification with PDR: An Implementation of the State of the Art
title_full_unstemmed Software Verification with PDR: An Implementation of the State of the Art
title_short Software Verification with PDR: An Implementation of the State of the Art
title_sort software verification with pdr: an implementation of the state of the art
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439737/
http://dx.doi.org/10.1007/978-3-030-45190-5_1
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