Quantifying Membership Disclosure Risk for Tabular Synthetic Data Using Kernel Density Estimators

Rajdeep Pathak, Sayantee Jana, Amit Basak

The use of synthetic data has become increasingly popular as a privacy-preserving alternative to sharing real datasets, especially in sensitive domains such as healthcare, finance,…