Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees

Pablo A. Osorio-Marulanda, John Esteban Castro Ramirez, Mikel Hernández Jiménez +2

Creation of synthetic data models has represented a significant advancement across diverse scientific fields, but this technology also brings important privacy considerations for u…