Towards Strengthening Formal Specifications with Mutation Model Checking

CORDY, Maxime; LAZREG, Sami; Legay, Axel; Schobbens, Pierre Yves

doi:10.1145/3611643.3613080

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Towards Strengthening Formal Specifications with Mutation Model Checking

CORDY, Maxime; LAZREG, Sami; Legay, Axel et al.

2023 • In Chandra, Satish (Ed.) ESEC/FSE 2023 - Proceedings of the 31st ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Peer reviewed

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https://hdl.handle.net/10993/59630

DOI
10.1145/3611643.3613080

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Keywords :

LTL; Model checking; Models checking; Mutation testing; Artificial Intelligence; Software

Abstract :

[en] We propose mutation model checking as an approach to strengthen formal specifications used for model checking. Inspired by mutation testing, our approach concludes that specifications are not strong enough if they fail to detect faults in purposely mutated models. Our preliminary experiments on two case studies confirm the relevance of the problem: their specification can only detect 40% and 60% of randomly generated mutants. As a result, we propose a framework to strengthen the original specification, such that the original model satisfies the strengthened specification but the mutants do not.

Disciplines :

Computer science

Author, co-author :

CORDY, Maxime ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SerVal

LAZREG, Sami ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SerVal

Legay, Axel ; Université Catholique de Louvain, Belgium

Schobbens, Pierre Yves ; University of Namur, Belgium

External co-authors :

yes

Language :

English

Title :

Towards Strengthening Formal Specifications with Mutation Model Checking

Publication date :

30 November 2023

Event name :

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Event place :

San Francisco, Usa

Event date :

03-12-2023 => 09-12-2023

Audience :

International

Main work title :

ESEC/FSE 2023 - Proceedings of the 31st ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Editor :

Chandra, Satish

Publisher :

Association for Computing Machinery, Inc

ISBN/EAN :

9798400703270

Peer reviewed :

Peer reviewed

Focus Area :

Computational Sciences

Additional URL :

https://dl.acm.org/doi/pdf/10.1145/3611643.3613080

FnR Project :

INTER/FNRS/20/15077233/Scaling Up Variability/Cordy

Name of the research project :

Scaling Up Variability

Funders :

FNR Luxembourg INTER/FNRS/20/15077233/Scaling Up Variability/Cordy
FNRS Belgium PDR/PDN - T013721
FNRS Belgium PDR/PDN - T019921F

Funding text :

Maxime Cordy and Sami Lazreg are supported by FNR Luxembourg (INTER/FNRS/20/15077233/Scaling Up Variability/Cordy). Axel Legay and Pierre-Yves are supported by FNRS Belgium (respectively, grants PDR/PDN - T013721 and T019921F).

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