Robust-PFedproto: robust federated prototype learning based on personalized layers
Federated learning (FL), a distributed machine learning framework, was recognized for retaining training data on remote clients. However, two critical challenges were identified. First, heterogeneous data distributions were commonly observed across clients, which significantly degraded overall train...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
POSTS&TELECOM PRESS Co., LTD
2025-06-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2025032 |
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