Disparate Privacy Risks from Medical AI - An Investigation into Patient-level Privacy Risk
Google TechTalks · 40:16
Looking at the average attack success across a whole dataset hides the real privacy risk for individual patients. When membership inference attacks are measured patient by patient on large medical imaging datasets, a...