Geometric Renyi Differential Privacy: Ricci Curvature Characterized by Heat Diffusion Mechanisms
arXiv:2604.20761v1 Announce Type: new
Abstract: In this paper, we develop a novel privacy mechanism for Riemannian manifold-valued data. Our key contribution lies in uncovering unexpected connections among geometric analysis, heat diffusion models, an…