zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning

Zhipeng Wang, Nanqing Dong, Jiahao Sun +2

Federated learning (FL) is a machine learning paradigm, which enables multiple and decentralized clients to collaboratively train a model under the orchestration of a central aggre…