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Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning. (arXiv:2202.10938v1 [cs.CR])
Feb. 23, 2022, 2:21 a.m. | Zhilin Wang, Qin Hu, Ruinian Li, Minghui Xu, Zehui Xiong
cs.CR updates on arXiv.org arxiv.org
Blockchain-based federated learning (BCFL) has recently gained tremendous
attention because of its advantages such as decentralization and privacy
protection of raw data. However, there has been few research focusing on the
allocation of resources for clients in BCFL. In the BCFL framework where the FL
clients and the blockchain miners are the same devices, clients broadcast the
trained model updates to the blockchain network and then perform mining to
generate new blocks. Since each client has a limited amount of …
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