Search Results for author: Robert Istvan Busa-Fekete

Found 1 papers, 0 papers with code

On the Pitfalls of Label Differential Privacy

no code implementations NeurIPS Workshop LatinX_in_AI 2021 Andres Munoz Medina, Robert Istvan Busa-Fekete, Umar Syed, Sergei Vassilvitskii

We complement the negative results with a non-parametric estimator for the true privacy loss, and apply our techniques on large-scale benchmark data to demonstrate how to achieve a desired privacy protection.

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