Automated Screening of Privacy Risks in Medical AI

Medical artificial intelligence AI models are often shared without their training data, assuming this protects the patients who contributed them. However, a model can reveal whether a patient's records were used in training, a privacy breach known as a membership inference attack. This risk is...