Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds

Anastasia Borovykh, Nikolas Kantas, Panos Parpas +1

The privacy preserving properties of Langevin dynamics with additive isotropic noise have been extensively studied. However, the isotropic noise assumption is very restrictive: (a)…