Ronghao Ni
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126
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2026
Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning
The paper introduces LLMVD.js, a multi-stage LLM agent pipeline that effectively detects and confirms taint-style vulnerabilities in Node.js packages, achieving significantly higher confirmation rates than traditional program analysis tools.
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