Xiaolei Ren
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2026
False Security Confidence in Benign LLM Code Generation
The paper introduces False Security Confidence (FSC), a new metric to measure the inherent prevalence of security vulnerabilities in code generated by LLMs that are otherwise functionally correct, even without explicit adversarial prompting.
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