Understanding and Improving Model Editing for Secure Code Generation

Large language models LLMs are widely used for code generation, yet they can reproduce vulnerable implementations learned from insecure training patterns. Prior work has mainly explored inference-time hardening, which reduces insecure generations without modifying the target model but relies on...