DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation

Rodrigo Castellon, Achintya Gopal, Brian Bloniarz +1

The generation of synthetic tabular data that preserves differential privacy is a problem of growing importance. While traditional marginal-based methods have achieved impressive r…