Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation

Sajani Vithana, Sangwon Jung, Haoyang Hu +3

Differential privacy (DP) imposes fundamental trade-offs between privacy and statistical fidelity in synthetic data generation. While access to public data has been shown to improv…