SmartAuditFlow claims 100% detection on a standard smart contract benchmark and all 13 tested CVEs via a plan-execute LLM workflow, though the supporting evaluation has major reproducibility and validation gaps.
Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analysis
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Adaptive Plan-Execute Framework for Smart Contract Security Auditing
SmartAuditFlow claims 100% detection on a standard smart contract benchmark and all 13 tested CVEs via a plan-execute LLM workflow, though the supporting evaluation has major reproducibility and validation gaps.