Auditing Patient Privacy in Medical Generative Models: Scalable Memorization Detection with DeepSSIM++

Antonio Scardace, Francesco Guarnera, Sebastiano Battiato +1

While deep generative models offer new opportunities for medical image synthesis and data sharing, their ability to memorize and reproduce training samples raises serious concerns…