PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees

Zheng Liu, Chen Gong, Terry Yue Zhuo +6

Large language models fine-tuned on instruction-code pairs may memorize and subsequently leak sensitive training data. Existing differentially private (DP) code generation methods…