SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data

Yan Zhou, Bradley Malin, Murat Kantarcioglu

Privacy-preserving data publication, including synthetic data sharing, often experiences trade-offs between privacy and utility. Synthetic data is generally more effective than dat…