Learning to Generate Secure Code via Token-Level Rewards

Jiazheng Quan, Xiaodong Li, Bin Wang +5

Large language models (LLMs) have demonstrated strong capabilities in code generation, yet they remain prone to producing security vulnerabilities. Existing approaches commonly suf…