SparseBatch: Communication-efficient Federated Learning with Partially Homomorphic Encryption
Cross-silo federated learning (FL) enables collaborative model training among various organizations (e.g., financial or medical). It operates by aggregating local gradient updates contributed by participating clients, all the while safeguarding the privacy of sensitive data. Industrial FL framework...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Tamkang University Press
2025-01-01
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| Series: | Journal of Applied Science and Engineering |
| Subjects: | |
| Online Access: | http://jase.tku.edu.tw/articles/jase-202508-28-08-0003 |
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