Steven Holtzen
1 indexed paper
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126
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Crypto×1Prog. Lang.×1
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2026
A Bayesian Approach to Membership Inference for Statistical Release
This paper proposes a Bayesian framework to enhance membership inference attacks against released statistics by incorporating prior knowledge about the population's attribute dependency structure, outperforming existing methods.
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cs.CRcs.PLRecentMay 28, 2026
A Bayesian Approach to Membership Inference for Statistical Release
Lisa Oakley, Sam Stites, Cameron Moy, Steven Holtzen +2 more
This paper proposes a Bayesian framework to enhance membership inference attacks against released statistics by incorporating prior knowledge about the population's attribute dependency structure, out…
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