Breaking Privacy in Federated Clustering: Perfect Input Reconstruction via Temporal Correlations

Guang Yang, Lixia Luo, Qiongxiu Li

Federated clustering allows multiple parties to discover patterns in distributed data without sharing raw samples. To reduce overhead, many protocols disclose intermediate centroid…