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SecReason: Vulnerability Detection and In-Stream Self-Repair for LLM Code Generation

Han, Ruidong et al.
arXiv (All) · Papers
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cryptography-and-securitysoftware-engineering
Large language models (LLMs) may introduce security vulnerabilities into generated code, which can persist into production when verification focuses on functional correctness. Existing defenses act before, during, or after generation, but none inspects the code during generation. Security prompts an
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