The symmetric alpha-stable mechanism with stability parameter between 1 and 2 achieves pure epsilon-differential privacy and remains closed under convolution.
Zawacki and Eyad H
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Heavy-Tailed Privacy: The Symmetric alpha-Stable Privacy Mechanism
The symmetric alpha-stable mechanism with stability parameter between 1 and 2 achieves pure epsilon-differential privacy and remains closed under convolution.