Efficient Verification of Multi-Agent Systems Through Parallel

Zhen Yao, Jing Liu*, Xiaohong Chen, Li Han, Haiying Sun

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Multi-agent systems (MASs) have garnered significant interest across various academic fields. Although MASs are widely applicable, they continue to encounter several challenges, particularly in terms of security.. Model checking, a verification technique that examines all possible system states, is employed to address these challenges. However, the state space of many practical systems can be prohibitively large, leading to exponential growth in verification time. This study introduces a new method for verifying MASs using Strategy Computation Tree Logic (SCTL) via the connective probe machine, a model of fully parallel computing. This approach is pioneering in utilizing the probe machine to speed up MAS verification, specifically allowing for the parallel resolution of SCTL formulas. Unlike conventional model checkers, our method can uncover multiple counterexamples for specified properties, facilitating the identification of various system flaws. We have developed a model checker named MC2PM based on our approach and have validated its feasibility and efficiency through experiments.

Original languageEnglish
Title of host publicationProceedings - 2024 IEEE 24th International Conference on Software Quality, Reliability and Security, QRS 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages745-756
Number of pages12
ISBN (Electronic)9798350365634
DOIs
StatePublished - 2024
Event24th IEEE International Conference on Software Quality, Reliability and Security, QRS 2024 - Cambridge, United Kingdom
Duration: 1 Jul 20245 Jul 2024

Publication series

NameIEEE International Conference on Software Quality, Reliability and Security, QRS
ISSN (Print)2693-9177

Conference

Conference24th IEEE International Conference on Software Quality, Reliability and Security, QRS 2024
Country/TerritoryUnited Kingdom
CityCambridge
Period1/07/245/07/24

Keywords

  • model checking
  • parallel computing
  • probe machine
  • strategy logic
  • temporal logic

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