Aug 5, 2021 · In this article, we propose a secure sharing method of MIoT data under an edge computing framework based on federated learning and blockchain technology.
The MIoT uses Internet technology to interconnect various marine sensing devices, so as to integrate maritime information and realize the monitoring and.
Feb 1, 2021 · Blockchain and federated learning (FL) techniques have been widely used in training a neural network with distributed data [15]–[24]. For ...
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This study aims to review blockchain-based FL methods for securing IoT systems holistically. It presents the current state of research in blockchain.
Oct 22, 2024 · We design a federated learning (FL) system leveraging a reputation mechanism to assist home appliance manufacturers to train a machine learning model based on ...
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Oct 22, 2024 · An Robust Secure Blockchain-Based Hierarchical Asynchronous Federated Learning Scheme for Internet of Things. Article. Full-text available. Jan ...
This paper proposes a novel framework that integrates federated learning with blockchain technology to facilitate secure model aggregation and fair incentives ...
Jun 26, 2019 · We design a federated learning (FL) system leveraging the reputation mechanism to assist home appliance manufacturers to train a machine learning model based ...
Missing: Marine | Show results with:Marine
Jan 25, 2024 · A novel federated learning framework based on consortium blockchain is proposed for decentralized and privacy-preserving power load forecasting.
Feb 22, 2023 · In this section, we will review recent works about privacy-preserving federated learning (FL), as well as the application of verifiable fairness ...