A three-LLM pipeline (knowledge synthesis, prompt generation, auditing) is reported to detect 2.58x more price oracle manipulation bugs than GPTScan on 60 known DeFi vulnerabilities.
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AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generation
A three-LLM pipeline (knowledge synthesis, prompt generation, auditing) is reported to detect 2.58x more price oracle manipulation bugs than GPTScan on 60 known DeFi vulnerabilities.