Guangjing Huang

Chained-DP: Can We Recycle Privacy Budget?

2023

Privacy-preserving vector mean estimation is a crucial primitive in federated analytics. Existing practices usually resort to Local Differentiated Privacy (LDP) mechanisms that inject random noise into users' vectors when communicating with users and the central …