SBA Research

Identifying and Protecting Records at Risk for Membership Inference Attacks Against Synthetic Data

With increasing interest in leveraging sensitive data, such as health or finanical, for machine learning and other data analysis tasks, the demand for privacy-preserving techniques increases as well. Synthetic data, which is artificially generated by a model trained on real data,...