AIBullisharXiv – CS AI · Apr 77/10
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SecPI: Secure Code Generation with Reasoning Models via Security Reasoning Internalization
Researchers have developed SecPI, a new fine-tuning pipeline that teaches reasoning language models to automatically generate secure code without requiring explicit security instructions. The approach improves secure code generation by 14 percentage points on security benchmarks while maintaining functional correctness.