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Bounded Model Checking for Hyperproperties

Published: 27 March 2021 Publication History

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 HyperQube, of a rich set of experiments on a variety of case studies, including security, concurrent data structures, path planning for robots, and mutation testing.

References

[1]
Shreya Agrawal and Borzoo Bonakdarpour. Runtime verification of k-safety hyperproperties in HyperLTL. In Proc. of the 29th IEEE Computer Security Foundations Symposium (CSF’16), pages 239–252. IEEE, 2016.
[2]
Borzoo Bonakdarpour and Bernd Finkbeiner. The complexity of monitoring hyperproperties. In Proc. of the IEEE 31st Computer Security Foundations Symposium (CSF’18), pages 162–174. IEEE, 2018.
[3]
Borzoo Bonakdarpour and Bernd Finkbeiner. Program repair for hyperproperties. In Proc. of the 17th Symposium on Automated Technology for Verification and Analysis (ATVA’19), volume 11781 of LNCS, pages 423–441. Springer, 2019.
[4]
Borzoo Bonakdarpour and Bernd Finkbeiner. Controller synthesis for hyperproperties. In Proc. of the 33rd IEEE Computer Security Foundations Symposium (CSF’20), pages 366–379. IEEE, 2020.
[5]
Borzoo Bonakdarpour, Pavithra Prabhakar, and César Sánchez. Model checking timed hyperproperties in discrete-time systems. In Proc. of the 12th NASA Formal Methods Symposium (NFM’20), volume 12229 of LNCS, pages 311–328. Springer, 2020.
[6]
Borzoo Bonakdarpour, César Sánchez, and Gerardo Schneider. Monitoring hyperproperties by combining static analysis and runtime verification. In Proc. of the 8th Int’l Symposium on Leveraging Applications of Formal Methods, Verification and Validation (ISoLA’18), Part II, volume 11245 of LNCS, pages 8–27. Springer, 2018.
[7]
Noel Brett, Umair Siddique, and Borzoo Bonakdarpour. Rewriting-based runtime verification for alternation-free HyperLTL. In Proc. of the 23rd Int’l Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS’17), Part II, volume 10206 of LNCS, pages 77–93. Springer, 2017.
[8]
Edmund M. Clarke, Armin Biere, Richard Raimi, and Yunshan Zhu. Bounded model checking using satisfiability solving. Formal Methods in System Design, 19(1):7–34, 2001.
[9]
Michael R. Clarkson, Bernd Finkbeiner, Masoud Koleini, Kristopher K. Micinski, Markus N. Rabe, and César Sánchez. Temporal logics for hyperproperties. In Proc. of the 3rd Int’l Conf. on Principles of Security and Trust (POST’14), volume 8414 of LNCS, pages 265–284. Springer, 2014.
[10]
Michael R. Clarkson and Fred B. Schneider. Hyperproperties. Journal of Computer Security, 18(6):1157–1210, 2010.
[11]
Norine Coenen, Bernd Finkbeiner, Cristopher Hahn, and Jana Hofmann. The hierarchy of hyperlogics. In Proc. of the 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS’19), pages 1–13. IEEE, 2019.
[12]
Norine Coenen, Bernd Finkbeiner, César Sánchez, and Leander Tentrup. Verifying hyperliveness. In Proc. of the 31st Int’l Conf. on Computer Aided Verification (CAV’19), Part I, volume 11561 of LNCS, pages 121–139. Springer, 2019.
[13]
Leonardo de Moura and Nikolaj Bjorner. Z3 – a tutorial. Technical report, Microsoft, 2012.
[14]
Simon Doherty, David Detlefs, Lindsay Groves, Christine H. Flood, Victor Luchangco, Paul Alan Martin, Mark Moir, Nir Shavit, and Guy L. Steele Jr. DCAS is not a silver bullet for nonblocking algorithm design. In Proc. of the 16th Annual ACM Symposium on Parallelism in Algorithms and Architectures (SPAA’04), pages 216–224. ACM, 2004.
[15]
Andreas Fellner, Mitra Tabaei Befrouei, and Georg Weissenbacher. Mutation testing with hyperproperties. In Proc. of the 17th Int’l Conf. on Software Engineering and Formal Methods (SEFM’19), volume 11724 of LNCS, pages 203–221. Springer, 2019.
[16]
Bernd Finkbeiner and Cristopher Hahn. Deciding hyperproperties. In Proc. of the 27th Int’l Conf. on Concurrency Theory (CONCUR’16), volume 59 of LIPIcs, pages 13:1–13:14. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2016.
[17]
Bernd Finkbeiner, Cristopher Hahn, and Tobias Hans. MGHyper: Checking satisfiability of HyperLTL formulas beyond the fragment. In Proc. of the 16th Int’l Symposium on Automated Technology for Verification and Analysis (ATVA’18), volume 11138 of LNCS, pages 521–527. Springer, 2018.
[18]
Bernd Finkbeiner, Cristopher Hahn, Philip Lukert, Marvin Stenger, and Leander Tentrup. Synthesis from hyperproperties. Acta Informatica, 57(1-2):137–163, 2020.
[19]
Bernd Finkbeiner, Cristopher Hahn, and Marvin Stenger. Eahyper: Satisfiability, implication, and equivalence checking of hyperproperties. In Proc. of the 29th Int’l Conf. on Computer Aided Verification (CAV’17), Part II, volume 10427 of LNCS, pages 564–570. Springer, 2017.
[20]
Bernd Finkbeiner, Cristopher Hahn, Marvin Stenger, and Leander Tentrup. RVHyper: A runtime verification tool for temporal hyperproperties. In Proc. of the 24th Int’l Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS’18), Part II, volume 10806 of LNCS, pages 194–200. Springer, 2018.
[21]
Bernd Finkbeiner, Cristopher Hahn, Marvin Stenger, and Leander Tentrup. Monitoring hyperproperties. Formal Methods in System Design, 54(3):336–363, 2019.
[22]
Bernd Finkbeiner, Cristopher Hahn, and Hazem Torfah. Model checking quantitative hyperproperties. In Proc. of the 30th Int’l Conf. on Computer Aided Verification (CAV’18), Part I, volume 10981 of LNCS, pages 144–163. Springer, 2018.
[23]
Bernd Finkbeiner, Christian Müller, Helmut Seidl, and Eugene Zalinescu. Verifying security policies in multi-agent workflows with loops. In Proc. of the 15th ACM Conf. on Computer and Communications Security (CCS’17), pages 633–645. ACM, 2017.
[24]
Bernd Finkbeiner, Markus N. Rabe, and César Sánchez. Algorithms for model checking HyperLTL and HyperCTL*. In Proc. of the 27th Int’l Conf. on Computer Aided Verification (CAV’15), Part I, volume 9206 of LNCS, pages 30–48. Springer, 2015.
[25]
Joseph A. Goguen and José Meseguer. Security policies and security models. In 1982 IEEE Symposium on Security and Privacy, pages 11–20. IEEE Computer Society, 1982.
[26]
Cristopher Hahn, Marvin Stenger, and Leander Tentrup. Constraint-based monitoring of hyperproperties. In Proc. of the 25th Int’l Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS’19), volume 11428 of LNCS, pages 115–131. Springer, 2019.
[27]
Klaus Havelund and Doron Peled. Runtime verification: From propositional to first-order temporal logic. In Proc. of the 18th Int’l Conf. on Runtime Verification (RV’18), volume 11237 of LNCS, pages 90–112. Springer, 2018.
[28]
Jesko Hecking-Harbusch and Leander Tentrup. Solving QBF by abstraction. In Proc. of the 9th Int’l Symposium on Games, Automata, Logics and Formal Verification (GandALF’18), volume 277 of EPTCS, pages 88–102, 2018.
[29]
Maurice Herlihy and Jeannette M. Wing. Linearizability: A correctness condition for concurrent objects. ACM Transactions on Programming Languages and Systems, 12(3):463–492, 1990.
[30]
Tzu-Han Hsu, César Sánchez, and Borzoo Bonakdarpour. Bounded model checking for hyperproperties. CoRR, abs/2009.08907, 2020.
[31]
Wojciech Jamroga, Sjouke Mauw, and Matthijs Melissen. Fairness in non-repudiation protocols. In Proc. of the 7th Int’l Workshop on Security and Trust Management (STM’11), volume 7170 of LNCS, pages 122–139. Springer, 2011.
[32]
Geoffrey Smith and Dennis M. Volpano. Secure information flow in a multi-threaded imperative language. In Proc. of the 25th ACM Symposium on Principles of Programming Languages (POPL’98), pages 355–364. ACM, 1998.
[33]
Sandro Stucki, César Sánchez, Gerardo Schneider, and Borzoo Bonakdarpour. Graybox monitoring of hyperproperties. In Proc. of the 23rd Int’l Symposium on Formal Methods (FM’19), volume 11800 of LNCS, pages 406–424. Springer, 2019.
[34]
Yu Wang, Siddharta Nalluri, and Miroslav Pajic. Hyperproperties for robotics: Planning via HyperLTL. In 2020 IEEE Int’l Conf. on Robotics and Automation (ICRA’20), pages 8011–8017. IEEE, 2020.
[35]
Yu Wang, Mojtaba Zarei, Borzoo Bonakdarpour, and Miroslav Pajic. Statistical verification of hyperproperties for cyber-physical systems. ACM Transactions on Embedded Computing systems, 18(5s):92:1–92:23, 2019.

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cover image Guide Proceedings
Tools and Algorithms for the Construction and Analysis of Systems: 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 – April 1, 2021, Proceedings, Part I
Mar 2021
482 pages
ISBN:978-3-030-72015-5
DOI:10.1007/978-3-030-72016-2
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.

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 27 March 2021

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  • (2024)Finding ∀∃ Hyperbugs using Symbolic ExecutionProceedings of the ACM on Programming Languages10.1145/36897618:OOPSLA2(1420-1445)Online publication date: 8-Oct-2024
  • (2024)Visualizing Game-Based Certificates for Hyperproperty VerificationFormal Methods10.1007/978-3-031-71177-0_5(67-75)Online publication date: 9-Sep-2024
  • (2024)Syntax-Guided Automated Program Repair for HyperpropertiesComputer Aided Verification10.1007/978-3-031-65633-0_1(3-26)Online publication date: 24-Jul-2024
  • (2024)Automated Software Verification of HyperlivenessTools and Algorithms for the Construction and Analysis of Systems10.1007/978-3-031-57249-4_10(196-216)Online publication date: 6-Apr-2024
  • (2023)Model Checking Time Window Temporal Logic for HyperpropertiesProceedings of the 21st ACM-IEEE International Conference on Formal Methods and Models for System Design10.1145/3610579.3611077(100-110)Online publication date: 21-Sep-2023
  • (2023)Checking and Sketching Causes on Temporal SequencesAutomated Technology for Verification and Analysis10.1007/978-3-031-45332-8_18(314-327)Online publication date: 24-Oct-2023
  • (2023)Lightweight Verification of HyperpropertiesAutomated Technology for Verification and Analysis10.1007/978-3-031-45332-8_1(3-25)Online publication date: 24-Oct-2023
  • (2022)Explaining Hyperproperty ViolationsComputer Aided Verification10.1007/978-3-031-13185-1_20(407-429)Online publication date: 7-Aug-2022
  • (2022)HyperPCTL Model Checking by Probabilistic DecompositionIntegrated Formal Methods10.1007/978-3-031-07727-2_12(209-226)Online publication date: 7-Jun-2022
  • (2021)A Temporal Logic for Asynchronous HyperpropertiesComputer Aided Verification10.1007/978-3-030-81685-8_33(694-717)Online publication date: 20-Jul-2021

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