Differentially Private Release of High-Dimensional Datasets using the Gaussian Copula

Hassan Jameel Asghar, Ming Ding, Thierry Rakotoarivelo +2

We propose a generic mechanism to efficiently release differentially private synthetic versions of high-dimensional datasets with high utility. The core technique in our mechanism…