Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

Zinan Lin, Tadas Baltrusaitis, Wenyu Wang +1

Differentially private (DP) synthetic data enables the use of sensitive datasets while providing strong privacy guarantees. Recently, Private Evolution (PE) has emerged as a promis…