Topic
Membership Inference Attacks
Discover key takeaways from 2 podcast episodes about this topic.
Large Language ModelsMembership Inference AttacksPrivacy Auditing
Jan 27, 2026Worst-Case Membership Inference of Language Models
This talk introduces a novel, highly effective strategy for generating 'canaries' to audit language models for membership inference, revealing a critical disconnect between audit success and actual privacy risk.
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Google TechTalks
Medical AIData PrivacyMembership Inference Attacks
Jan 27, 2026Disparate Privacy Risks from Medical AI - An Investigation into Patient-level Privacy Risk
Medical AI models, especially larger ones, expose individual patient data to significant and disproportionately high privacy risks, particularly for minority patient groups, despite appearing safe in aggregate metrics.
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Google TechTalks