Y Qu, L Gao, TH Luan, Y Xiang, S Yu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… is federatedlearning only requires the exchange of training updates. The other one is only the pointer saved on the blockchain … in blockchain, fog computing, and federatedlearning. We …
W Zhang, Q Lu, Q Yu, Z Li, Y Liu, SK Lo… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… blockchain-based federatedlearning approach for device failure detection in IIoT. First, we present a platform architecture of blockchain-based federatedlearning … root on a blockchain. …
A Qammar, A Karim, H Ning, J Ding - Artificial Intelligence Review, 2023 - Springer
… review on the integration of Blockchain in federatedlearning was considered with the … federatedlearning that can be solved by blockchain as well as the characteristics of Blockchain-…
… blockchaintechnology in IIoT. This work provided a review of the many advantages that blockchaintechnology … In addition to this, it discussed the layered architecture of blockchain, as …
… Index Terms—blockchain, machine learning, federatedlearning, mobile edge … federated learning (FL) as a new mechanism to share privacy preserving local machine learning model …
Y Lu, X Huang, K Zhang, S Maharjan… - … Vehicular Technology, 2020 - ieeexplore.ieee.org
… Third, the delay due to federatedlearning … blockchain and federatedlearning into IoV for data sharing. We develop a hybrid blockchain - PermiDAG, and improve the federatedlearning …
G Hua, L Zhu, J Wu, C Shen, L Zhou, Q Lin - IEEE Access, 2020 - ieeexplore.ieee.org
… of blockchain to provide the provenance of model updates [26]. For the first time, we apply joint federatedlearning and blockchain … a federatedlearning framework based on blockchain, …
C Feng, B Liu, K Yu, SK Goudos… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… As a new machine learning paradigm, federatedlearning (FL) avoids privacy leakage by … domain devices for learning. To address the abovementioned issues, a blockchain-empowered …
… of blockchaintechnology and federatedlearning in defence IoT; We present the design overview of the proposed distributed computing framework, methodology, and detail computing …