SPEAR: An Engineering Case Study of Multi-Agent Coordination for Smart Contract Auditing
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Abstract (arXiv)
We present SPEAR, a multi-agent coordination framework for smart contract auditing that applies established MAS patterns in a realistic security analysis workflow. SPEAR models auditing as a coordinated mission carried out by specialized agents: a Planning Agent prioritizes contracts using risk-aware heuristics, an Execution Agent allocates tasks via the Contract Net protocol, and a Repair Agent autonomously recovers from brittle generated artifacts using a programmatic-first repair policy. Agents maintain local beliefs updated through AGM-compliant revision, coordinate via negotiation and auction protocols, and revise plans as new information becomes available. An empirical study compares the multi-agent design with centralized and pipeline-based alternatives under controlled failure scenarios, focusing on coordination, recovery behavior, and resource use.
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References · 9
- 2020CodeBERT: A Pre-Trained Model for Programming and Natural Languagescited by 1,286
- 2019Slither: A Static Analysis Framework For Smart Contractscited by 88
- 2023GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysiscited by 65
- 2021SoK: Decentralized Finance (DeFi)cited by 23
- 2024SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Frameworkcited by 3
- 2025Generative Large Language Model usage in Smart Contract Vulnerability Detectioncited by 3
- 2019Smart Contract Repaircited by 2
- 2025Adaptive Plan-Execute Framework for Smart Contract Security Auditingcited by 2
- 2015A Multi-Agent Framework for Testing Distributed Systemscited by 1
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