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2021 | OriginalPaper | Chapter

Runtime Enforcement of Hyperproperties

Authors : Norine Coenen, Bernd Finkbeiner, Christopher Hahn, Jana Hofmann, Yannick Schillo

Published in: Automated Technology for Verification and Analysis

Publisher: Springer International Publishing

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Abstract

An enforcement mechanism monitors a reactive system for undesired behavior at runtime and corrects the system’s output in case it violates the given specification. In this paper, we study the enforcement problem for hyperproperties, i.e., properties that relate multiple computation traces to each other. We elaborate the notion of sound and transparent enforcement mechanisms for hyperproperties in two trace input models: 1) the parallel trace input model, where the number of traces is known a-priori and all traces are produced and processed in parallel and 2) the sequential trace input model, where traces are processed sequentially and no a-priori bound on the number of traces is known. For both models, we study enforcement algorithms for specifications given as formulas in universally quantified HyperLTL, a temporal logic for hyperproperties. For the parallel model, we describe an enforcement mechanism based on parity games. For the sequential model, we show that enforcement is in general undecidable and present algorithms for reasonable simplifications of the problem (partial guarantees or the restriction to safety properties). Furthermore, we report on experimental results of our prototype implementation for the parallel model.

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previous chapter Verification by Gambling on Program Slices

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REHyper is available at https://github.com/reactive-systems/REHyper.

Agrawal, S., Bonakdarpour, B.: Runtime verification of k-safety hyperproperties in HyperLTL. In: CSF 2016 (2016)

Beeri, C.: On the membership problem for functional and multivalued dependencies in relational databases. ACM Trans. Database Syst. 5(3), 241–259 (1980)CrossRef

Bloem, R., Könighofer, B., Könighofer, R., Wang, C.: Shield synthesis: runtime enforcement for reactive systems. CoRR abs/1501.02573 (2015)

Bonakdarpour, B., Finkbeiner, B.: The complexity of monitoring hyperproperties. In: CSF 2018 (2018)

Bozzelli, L., Maubert, B., Pinchinat, S.: Unifying hyper and epistemic temporal logics. In: Pitts, A. (ed.) FoSSaCS 2015. LNCS, vol. 9034, pp. 167–182. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-46678-0_11CrossRefMATH

Clarkson, M.R., Schneider, F.B.: Hyperproperties. In: CSF 2008 (2008)

Clarkson, M.R., Finkbeiner, B., Koleini, M., Micinski, K.K., Rabe, M.N., Sánchez, C.: Temporal logics for hyperproperties. In: Abadi, M., Kremer, S. (eds.) POST 2014. LNCS, vol. 8414, pp. 265–284. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-642-54792-8_15CrossRef

Coenen, N., Finkbeiner, B., Hahn, C., Hofmann, J.: The hierarchy of hyperlogics. In: LICS 2019 (2019)

Coenen, N., Finkbeiner, B., Sánchez, C., Tentrup, L.: Verifying hyperliveness. In: Dillig, I., Tasiran, S. (eds.) CAV 2019. LNCS, vol. 11561, pp. 121–139. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-25540-4_7CrossRef

10.

Devriese, D., Piessens, F.: Noninterference through secure multi-execution. In: S&P 2010 (2010)

11.

Ehlers, R., Finkbeiner, B.: Monitoring realizability. In: Khurshid, S., Sen, K. (eds.) RV 2011. LNCS, vol. 7186, pp. 427–441. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-29860-8_34CrossRef

12.

Erlingsson, U., Schneider, F.B.: SASI enforcement of security policies: a retrospective. In: NSPW 1999 (1999)

13.

Esparza, Javier, Křetínský, Jan, Raskin, Jean-François., Sickert, Salomon: From LTL and limit-deterministic Büchi automata to deterministic parity automata. In: Legay, Axel, Margaria, Tiziana (eds.) TACAS 2017. LNCS, vol. 10205, pp. 426–442. Springer, Heidelberg (2017). https://doi.org/10.1007/978-3-662-54577-5_25CrossRefMATH

14.

Falcone, Y.: You should better enforce than verify. In: Barringer, H., et al. (eds.) RV 2010. LNCS, vol. 6418, pp. 89–105. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-16612-9_9CrossRef

15.

Falcone, Y., Fernandez, J., Mounier, L.: What can you verify and enforce at runtime? Int. J. Softw. Tools Technol. Transf. 14(3), 349–382 (2012). https://doi.org/10.1007/s10009-011-0196-8CrossRef

16.

Falcone, Y., Mounier, L., Fernandez, J.C., Richier, J.L.: Runtime enforcement monitors: composition, synthesis, and enforcement abilities. Form. Methods Syst. Des. 38, 223–262 (2011). https://doi.org/10.1007/s10703-011-0114-4CrossRefMATH

17.

Falcone, Y., Pinisetty, S.: On the runtime enforcement of timed properties. In: Finkbeiner, B., Mariani, L. (eds.) RV 2019. LNCS, vol. 11757, pp. 48–69. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-32079-9_4CrossRef

18.

Finkbeiner, B., Hahn, C., Lukert, P., Stenger, M., Tentrup, L.: Synthesizing reactive systems from hyperproperties. In: Chockler, H., Weissenbacher, G. (eds.) CAV 2018. LNCS, vol. 10981, pp. 289–306. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-96145-3_16CrossRef

19.

Finkbeiner, B., Hahn, C., Stenger, M., Tentrup, L.: Monitoring hyperproperties. Form. Methods Syst. Des. 54(3), 336–363 (2019). https://doi.org/10.1007/s10703-019-00334-zCrossRefMATH

20.

Finkbeiner, B., Hahn, C., Stenger, M., Tentrup, L.: \(\text{ RVHyper }\): a runtime verification tool for temporal hyperproperties. In: Beyer, D., Huisman, M. (eds.) TACAS 2018. LNCS, vol. 10806, pp. 194–200. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-89963-3_11CrossRef

21.

Finkbeiner, B., Hahn, C., Torfah, H.: Model checking quantitative hyperproperties. In: Chockler, H., Weissenbacher, G. (eds.) CAV 2018. LNCS, vol. 10981, pp. 144–163. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-96145-3_8CrossRef

22.

Finkbeiner, B., Rabe, M.N., Sánchez, C.: Algorithms for model checking HyperLTL and HyperCTL\(^*\). In: Kroening, D., Păsăreanu, C.S. (eds.) CAV 2015. LNCS, vol. 9206, pp. 30–48. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-21690-4_3CrossRef

23.

Friedmann, O., Lange, M.: The PGSolver Collection of Parity Game Solvers Version 3 (2010)

24.

Hahn, C., Stenger, M., Tentrup, L.: Constraint-based monitoring of hyperproperties. In: Vojnar, T., Zhang, L. (eds.) TACAS 2019. LNCS, vol. 11428, pp. 115–131. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-17465-1_7CrossRef

25.

Kupferman, O., Vardi, M.Y.: Model checking of safety properties. In: Halbwachs, N., Peled, D. (eds.) CAV 1999. LNCS, vol. 1633, pp. 172–183. Springer, Heidelberg (1999). https://doi.org/10.1007/3-540-48683-6_17CrossRef

26.

Lamport, L.: A new solution of Dijkstra’s concurrent programming problem. Commun. ACM 17(8), 453–455 (1974)MathSciNetCrossRef

27.

Li, X., et al.: Digital health: tracking physiomes and activity using wearable biosensors reveals useful health-related information. PLoS Biol. 15, e2001402 (2017)CrossRef

28.

Ligatti, J., Bauer, L., Walker, D.: Run-time enforcement of nonsafety policies. ACM Trans. Inf. Syst. Secur. 12(3), 1–41 (2009)CrossRef

29.

Luo, Q., Roundefinedu, G.: EnforceMOP: a runtime property enforcement system for multithreaded programs. In: ISSTA 2013 (2013)

30.

McLean, J.: Proving noninterference and functional correctness using traces. J. Comput. Secur. 1(1), 37–58 (1992)CrossRef

31.

Meyer, P.J., Sickert, S., Luttenberger, M.: Strix: explicit reactive synthesis strikes back! In: Chockler, H., Weissenbacher, G. (eds.) CAV 2018. LNCS, vol. 10981, pp. 578–586. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-96145-3_31CrossRef

32.

Ngo, M., Massacci, F., Milushev, D., Piessens, F.: Runtime enforcement of security policies on black box reactive programs. In: POPL 2015 (2015)

33.

Norman, G., Shmatikov, V.: Analysis of probabilistic contract signing. J. Comput. Secur. 14(6), 561–589 (2006)

34.

Parys, P.: Parity games: Zielonka’s algorithm in quasi-polynomial time. In: MFCS 2019 (2019)

35.

Pnueli, A.: The temporal logic of programs. In: SFCS 1977 (1977)

36.

Renard, M., Falcone, Y., Rollet, A., Jéron, T., Marchand, H.: Optimal enforcement of (timed) properties with uncontrollable events. In: MSCS 2019 (2019)

37.

Roscoe, A.W.: CSP and determinism in security modelling. In: S&P 1995 (1995)

38.

Schneider, F.B.: Enforceable security policies. ACM Trans. Inf. Syst. Secur. 3, 30–50 (2000)CrossRef

39.

Stucki, S., Sánchez, C., Schneider, G., Bonakdarpour, B.: Gray-box monitoring of hyperproperties. In: ter Beek, M.H., McIver, A., Oliveira, J.N. (eds.) FM 2019. LNCS, vol. 11800, pp. 406–424. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-30942-8_25CrossRef

40.

Wu, M., Zeng, H., Wang, C.: Synthesizing runtime enforcer of safety properties under burst error. In: Rayadurgam, S., Tkachuk, O. (eds.) NFM 2016. LNCS, vol. 9690, pp. 65–81. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-40648-0_6CrossRef

41.

Zdancewic, S., Myers, A.C.: Observational determinism for concurrent program security. In: CSFW-16 (2003)

Title: Runtime Enforcement of Hyperproperties
Authors: Norine Coenen
Bernd Finkbeiner
Christopher Hahn
Jana Hofmann
Yannick Schillo
Publisher: Springer International Publishing
Book: Automated Technology for Verification and Analysis
Print ISBN: 978-3-030-88884-8

Electronic ISBN: 978-3-030-88885-5

Copyright Year: 2021
DOI: https://doi.org/10.1007/978-3-030-88885-5_19

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