AI-Generated Medical Images Expose Patient Data
Medical imaging AI has a hidden problem: de-identification traces in X-rays can leak sensitive patient data, even with removal of medical record numbers.
This is a Plain English Papers summary of a research paper called AI-Generated Medical Images Can Leak Patient Data Due to De-Identification Traces, Study Finds. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Study examines privacy risks in AI-generated medical images Focuses on de-identification traces in chest X-rays enhancing memorization Reveals how image generation models can leak sensitive patient data Demonstrates increased risks when prompts contain medical record numbers Shows 30% higher memorization rates with de-identifi...