Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation

Differentially Private Synthetic Data Generation DP-SDG is a key enabler of private and secure tabular-data sharing, producing artificial data that carries through the underlying statistical properties of the input data. This typically involves adding carefully calibrated statistical noise to...