NoEsis couples DP-trained shared prompt tokens with non-private per-domain LoRA experts, achieving private knowledge transfer across Python, Java, and Go code completion.
5, we provide the ROC-AUC curves for all the combinations of Python, Java, and Go source and target languages in Fig
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NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
NoEsis couples DP-trained shared prompt tokens with non-private per-domain LoRA experts, achieving private knowledge transfer across Python, Java, and Go code completion.