Towards Privacy-Preserving Code Generation: Differentially Private Code Language Models

Melih Catal, Pooja Rani, Harald C. Gall

Large language models specialized for code (CodeLLMs) have demonstrated remarkable capabilities in generating code snippets, documentation, and test cases. However, despite their p…