Privacy-Preserving Learning

Noise-Aware Statistical Inference with Differentially Private Synthetic Data

While generation of synthetic data under differential privacy (DP) has received a lot of attention in the data privacy community, …

Ossi Räisä, Joonas Jälkö, Samuel Kaski, Antti Honkela