2023
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
ICML 2023poster
Heterogeneous federated learning (HFL) enables clients with different computation and communication capabilities to collaboratively train their own customized models via a query-response paradigm on auxiliary datasets. However, such a paradigm raises serious privacy concerns due to the leakage of hi…