Differentially private inference framework for Riemannian manifold data

Yangdi Jiang, Xiaotian Chang, Qirui Hu

We propose a novel and systematic differentially private (DP) inference framework for non-Euclidean data. First, we design two types of DP mechanisms for the Fréchet mean and varia…