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Efficient Verification of Multi-Agent Systems Through Parallel

  • Zhen Yao
  • , Jing Liu*
  • , Xiaohong Chen
  • , Li Han
  • , Haiying Sun
  • *此作品的通讯作者
  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名Proceedings - 2024 IEEE 24th International Conference on Software Quality, Reliability and Security, QRS 2024
出版商Institute of Electrical and Electronics Engineers Inc.
745-756
页数12
ISBN(电子版)9798350365634
DOI
出版状态已出版 - 2024
活动24th IEEE International Conference on Software Quality, Reliability and Security, QRS 2024 - Cambridge, 英国
期限: 1 7月 20245 7月 2024

丛书

姓名IEEE International Conference on Software Quality, Reliability and Security, QRS
ISSN(印刷版)2693-9177

会议

会议24th IEEE International Conference on Software Quality, Reliability and Security, QRS 2024
国家/地区英国
Cambridge
时期1/07/245/07/24

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