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· 2020

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cs.LG 1

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2024 1

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Laplace Transform Interpretation of Differential Privacy

cs.LG · 2024-11-14 · conditional · novelty 5.0

Privacy profiles and Rényi divergences are Laplace transforms of the same privacy loss distribution, yielding an exactly tight continuous adaptive composition rule for (ε,δ)-DP.

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  • Laplace Transform Interpretation of Differential Privacy cs.LG · 2024-11-14 · conditional · none · ref 2

    Privacy profiles and Rényi divergences are Laplace transforms of the same privacy loss distribution, yielding an exactly tight continuous adaptive composition rule for (ε,δ)-DP.