CKG-LLM uses LLMs to generate executable queries over contract knowledge graphs for detecting access control vulnerabilities and reports superior performance versus existing tools.
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PSR2 framework detects atomicity violations in smart contracts at 94.69% F1-score by fusing structural path analysis and semantic context reasoning, outperforming baselines.
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CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs
CKG-LLM uses LLMs to generate executable queries over contract knowledge graphs for detecting access control vulnerabilities and reports superior performance versus existing tools.
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PSR2: A Phase-based Semantic Reasoning Framework for Atomicity Violation Detection via Contract Refinement
PSR2 framework detects atomicity violations in smart contracts at 94.69% F1-score by fusing structural path analysis and semantic context reasoning, outperforming baselines.