OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction

Jie Yan, Jing Liu, Zhong-Yuan Zhang

Federated clustering (FC) aims to discover global cluster structures across decentralized clients without sharing raw data, making privacy preservation a fundamental requirement. T…