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Book Open access Oct 2026

Perception, Reasoning, and Action: A ReAct-Based Vulnerability Detection Framework with Repository-Level Reasoning

The exponential growth in software vulnerabilities has created an urgent demand for automated vulnerability detection solutions. Recent research has emphasized the importance of repository-level context for vulnerability detection and has leveraged large language models (LLMs) to address this challenge. Although these...

Xin-Jie Wen, Han-Yue Luo, Cui-Yun Gao et al. · 0 citations

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