The α-Wasserstein mechanism calibrates noise for exact Rényi Pufferfish Privacy by bounding the Wasserstein metric, generalizing the W_∞ pufferfish mechanism and Rényi differential privacy results.
Optimal transport for applied mathematicians.Birkäuser, NY, 55(58-63):94, 2015
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$\alpha$-Wasserstein Mechanism for R\'{e}nyi Pufferfish Privacy
The α-Wasserstein mechanism calibrates noise for exact Rényi Pufferfish Privacy by bounding the Wasserstein metric, generalizing the W_∞ pufferfish mechanism and Rényi differential privacy results.