When Privacy Isn't Synthetic: Hidden Data Leakage in Generative AI Models

S. M. Mustaqim, Anantaa Kotal, Paul H. Yi

Generative models are increasingly used to produce privacy-preserving synthetic data as a safe alternative to sharing sensitive training datasets. However, we demonstrate that such…