Nikita P. Kalinin

Dithered Gaussian Mechanism for Randomness-Efficient Differential Privacy

Nikita P. Kalinin, Rasmus Pagh

We present the dithered Gaussian mechanism, a novel alternative to the discrete Gaussian mechanism for differential privacy that discretizes the private output rather than the noise distribution itself. By interpreting this discretization as post-processing of the Gaussian mechan…Read more