… survey the integration of FL and blockchain in edge computing, to the best … blockchain for
enabling intelligent and secure edge networks, beginning with an introduction to FL, blockchain…

… adapted to the device, edge, and cloud layers to … of blockchain-empowered cloud-edge-end
collaboration in three PIoT scenarios. Third, we develop a blockchain-empowered federated …

… 3) We integrate differential privacy into federated learning to … describe permissioned
blockchain and federated learning for … Due to the constrained resources of edge users and their …

… In the process of computation offloading in edge computing, it is critical … edge computing
environment among IoT devices while being compatible with federated learning and blockchain …

… learning framework leveraging on blockchain technology and the new concept of edge
intelligence based on federated learning (FL… , including requestors, blockchain, edge servers and …

… digital twins with edge networks and propose the digital twin edge networks (DITENs… edge
networks and digital systems. Then, we propose a blockchain-empowered federated learning …

… When the misconduct of a fraudulent participant is identified and deemed unacceptable,
then it would call CC to penalize it using blockchain tokens, and thereby decrease the relevant …

… a federated learning (FL) system leveraging a reputation mechanism to assist home appliance
manufacturers to train a machine learning … task to the edge computing server. Then, the …

… IoT device manufacturers analyze and predict customers’ usage of IoT devices, we design a
crowdsourcing federated learning … , the federated learning in the blockchain well addresses …

… , we develop a blockchain assisted federated learning (BC-FL… Meanwhile, we propose to use
blockchain to implement audit… Thus, it is imperative to develop a safe and reliable federated …