Robust blockchained federated learning with model validation and proof-of-stake inspired consensus

H Chen, SA Asif, J Park, CC Shen, M Bennis - arXiv preprint arXiv …, 2021 - arxiv.org
Federated learning (FL) is a promising distributed learning solution that only exchanges
model parameters without revealing raw data. However, the centralized architecture of FL is …

[PDF][PDF] Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus

H Chen, SA Asif, J Park, CC Shen, M Bennis - 2021 - researchgate.net
Federated learning (FL) is a promising distributed learning solution that only exchanges
model parameters without revealing raw data. However, the centralized architecture of FL is …

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus

H Chen, SA Asif, J Park, CC Shen, M Bennis - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Federated learning (FL) is a promising distributed learning solution that only exchanges
model parameters without revealing raw data. However, the centralized architecture of FL is …