Tzai-Wei Pang

DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis

Despite an increased demand for valuable data, the privacy concerns associated with sensitive datasets present a barrier to data sharing. One may use differentially private generative models to generate synthetic data. Unfortunately, generators are typically restricted to generating images of low-re…