A unified interpretation of the Gaussian mechanism for differential privacy through the sensitivity index

Georgios Kaissis, Moritz Knolle, Friederike Jungmann +3

The Gaussian mechanism (GM) represents a universally employed tool for achieving differential privacy (DP), and a large body of work has been devoted to its analysis. We argue that…