1. Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications
2. FLChain: A Blockchain for Auditable Federated Learning with Trust and Incentive
3. Keith Bonawitz Hubert Eichner Wolfgang Grieskamp Dzmitry Huba Alex Ingerman Vladimir Ivanov Chloe Kiddon Jakub Konečnỳ Stefano Mazzocchi H Brendan McMahan etal 2019. Towards federated learning at scale: System design. arXiv preprint arXiv:1902.01046 (2019). Keith Bonawitz Hubert Eichner Wolfgang Grieskamp Dzmitry Huba Alex Ingerman Vladimir Ivanov Chloe Kiddon Jakub Konečnỳ Stefano Mazzocchi H Brendan McMahan et al. 2019. Towards federated learning at scale: System design. arXiv preprint arXiv:1902.01046 (2019).
4. Ahmed Imteaj , Urmish Thakker , Shiqiang Wang , Jian Li , and M Hadi Amini . 2020. Federated learning for resource-constrained iot devices: Panoramas and state-of-the-art. arXiv preprint arXiv:2002.10610 ( 2020 ). Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, and M Hadi Amini. 2020. Federated learning for resource-constrained iot devices: Panoramas and state-of-the-art. arXiv preprint arXiv:2002.10610 (2020).
5. Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory