2 papers
cs.CR2023
FedChain: An Efficient and Secure Consensus Protocol based on Proof of Useful Federated Learning for Blockchain
Peiran Wang
Blockchain has become a popular decentralized paradigm for various applications in the zero-trust environment. The core of the blockchain is the consensus protocol, which establish…
cs.LG2023
FedCliP: Federated Learning with Client Pruning
Beibei Li, Zerui Shao, Ao Liu +1
The prevalent communication efficient federated learning (FL) frameworks usually take advantages of model gradient compression or model distillation. However, the unbalanced local…