Inference-Time Safety For Code LLMs Via Retrieval-Augmented Revision

Manisha Mukherjee, Vincent J. Hellendoorn

Large Language Models (LLMs) are increasingly deployed for code generation in high-stakes software development, yet their limited transparency in security reasoning and brittleness…