Differential Privacy Over Riemannian Manifolds

Matthew Reimherr, Karthik Bharath, Carlos Soto

In this work we consider the problem of releasing a differentially private statistical summary that resides on a Riemannian manifold. We present an extension of the Laplace or K-no…