Position: Privacy Is a Claim, Not a Property of Synthetic Data

Jiachen Zhao, Antonia Januszewicz, Taeho Jung

Synthetic data has become a common component of machine learning research. While widely adopted, its use in privacy-sensitive contexts has quietly shifted from a claim of residual…