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Sequential Membership Inference Attacks

Sequential membership inference attacks exploit model update sequences and canary insertion timing to achieve tighter privacy audits with higher attack power than single-model baselines.

Thomas Michel, Debabrota Basu, Emilie Kaufmann

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 0/5