Xiang-Yun Tang

PATE-TDPM: Differentially Private Tabular Data Synthesis on Long-Tailed Distribution

While the tension between sharing valuable data and safeguarding individual privacy has grown increasingly acute, differentially private data synthesis has emerged as a principled solution. Although a series of research has been conducted in this field, the effectiveness on datasets with long-tail distribution attribut...