Incentivization and Aggregation Schemes for Federated Learning Applications
Currently, the data collected by the Internet of Things (IoT) still relies on the cloud-centric data aggregation and processing approach for preparing machine learning models. This approach puts the privacy of the participants at risk. In this paper, federated learning (FL) is proposed for privacy-p...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Transactions on Machine Learning in Communications and Networking |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10210145/ |
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