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Data reconstruction: When you see it and when you don't

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.CR 1

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2025 1

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CONDITIONAL 1

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Bayesian Perspective on Memorization and Reconstruction

cs.CR · 2025-05-29 · conditional · novelty 7.0

The paper introduces Bayesian extraction-safety, proves exact and noisy averages prevent reconstruction under the Tardos prior, and argues fingerprinting-code attacks are membership inference rather than reconstruction.

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  • Bayesian Perspective on Memorization and Reconstruction cs.CR · 2025-05-29 · conditional · none · ref 8

    The paper introduces Bayesian extraction-safety, proves exact and noisy averages prevent reconstruction under the Tardos prior, and argues fingerprinting-code attacks are membership inference rather than reconstruction.