An LLM-driven dependency vulnerability detector reports 83.8% precision, 73.8% recall, and 78.5% F1 on 55 Java projects, outperforming two SCA baselines.
Large language model-powered smart contract vulnerability detection: New perspectives
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SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis
An LLM-driven dependency vulnerability detector reports 83.8% precision, 73.8% recall, and 78.5% F1 on 55 Java projects, outperforming two SCA baselines.