Nov 1, 2022 · This article proposes a Blockchain-based decentralized framework for scenarios where participatory organizations are believed to be fully capable of injecting ...
Mar 1, 2023 · Federated learning (FL) is a popular model training method that supports multiple parties in training a common ML model in a collaborative ...
Nov 6, 2022 · Ranathunga et al. [31] proposed a blockchain-based decentralized federated-learning framework that uses an aggregator of hierarchical networks ...
Oct 4, 2024 · To address this issue, we propose a fully decentralized FL architecture based on blockchain technology. Unlike existing blockchain-based FL ...
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What is Blockchain federated learning?
What is the model of decentralization in Blockchain technology?
Jun 23, 2023 · This type of trading and sharing allows for the decentralized generation and distribu- tion of energy, enabling participants to buy and sell ...
This work demonstrates the solution FLoBC for building a generic decentralized federated learning system using the blockchain technology.
This paper presents a systematic literature review encompassing 201 studies on model aggregation in FL. The focus is on summarizing the proposed techniques.
This paper presents a thorough investigation into Blockchain-based FL (BCFL), spotlighting the synergy between blockchain's security features and FL's privacy- ...
This paper proposes an FL framework based on blockchain technology and a cluster training algorithm, called BCFL.
Oct 8, 2024 · A novel blockchain-enabled group federated learning (BGFL) framework designed specifically for wireless industrial edges is presented in this paper.