FedMarket: A Cryptocurrency Driven Marketplace for Mobile Federated Learning Services

Federated learning (FL) enables the training of a shared collaborative machine learning model while keeping all the confidential training data on distributed devices. The FL state-of-the-art considers a monopolist FL task publisher. However, we present a FL marketplace where multiple FL task publish...

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Bibliographic Details
Main Authors: Abdullah Yousafzai, Latif U. Khan, Umer Majeed, Owais Hakeem, Choong Seon Hong
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9858143/