Search Results for author: Gary Hoppenworth

Found 1 papers, 0 papers with code

Quantifying Membership Inference Vulnerability via Generalization Gap and Other Model Metrics

no code implementations11 Sep 2020 Jason W. Bentley, Daniel Gibney, Gary Hoppenworth, Sumit Kumar Jha

We demonstrate how a target model's generalization gap leads directly to an effective deterministic black box membership inference attack (MIA).

Inference Attack Membership Inference Attack

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