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- W4283797476 abstract "Amid data privacy concerns, Federated Learning (FL) has emerged as a promising machine learning paradigm that enables privacy-preserving collaborative model training. However, there exists a need for a platform that matches data owners (supply) with model requesters (demand). In this paper, we present CrowdFL, a platform to facilitate the crowdsourcing of FL model training. It coordinates client selection, model training, and reputation management, which are essential steps for the FL crowdsourcing operations. By implementing model training on actual mobile devices, we demonstrate that the platform improves model performance and training efficiency. To the best of our knowledge, it is the first platform to support crowdsourcing-based FL on edge devices." @default.
- W4283797476 created "2022-07-05" @default.
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- W4283797476 date "2022-06-28" @default.
- W4283797476 modified "2023-10-14" @default.
- W4283797476 title "CrowdFL: A Marketplace for Crowdsourced Federated Learning" @default.
- W4283797476 doi "https://doi.org/10.1609/aaai.v36i11.21715" @default.
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