Synthetic Data Generation with Differential Privacy via Bayesian Networks

Abstract

This paper describes PrivBayes, a differentially private method for generating synthetic datasets that was used in the 2018 Differential Privacy Synthetic Data Challenge organized by NIST.

Keywords

• Differential privacy
• Synthetic data generation
• Bayesian network