DPDSyn: Improving Differentially Private Dataset Synthesis for Model Training by Downstream Task Guidance

Mingxuan Jia, Wen Huang, Weixin Zhao +3

How to synthesize a dataset while achieving differential privacy for AI model training is a meaningful but challenging problem. To address this problem, state-of-the-art methods fi…