Ni Ding
2 indexed papers
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2With code
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226
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Crypto×2
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2026
Rényi Pufferfish Privacy with Gaussian-based Priors: From Single Gaussian to Mixture Model
This paper develops improved Gaussian mechanisms for Rényi Pufferfish Privacy (RPP) by incorporating Gaussian and Gaussian-mixture priors, significantly reducing the required noise and improving the privacy-utility trade-off.
$α$-Wasserstein Mechanism for Rényi Pufferfish Privacy
The paper introduces the $\alpha$-Wasserstein mechanism to achieve Rényi Pufferfish Privacy using Laplace and Gaussian noise, demonstrating that it generalizes existing privacy frameworks and reduces noise power.
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Papers
cs.CRRecentMay 7, 2026
$α$-Wasserstein Mechanism for Rényi Pufferfish Privacy
The paper introduces the $\alpha$-Wasserstein mechanism to achieve Rényi Pufferfish Privacy using Laplace and Gaussian noise, demonstrating that it generalizes existing privacy frameworks and reduces…
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cs.CRRecentApr 26, 2026