Gradient purification federated adaptive learning algorithm for Byzantine attack resistance
In the context of industrial big data, data security and privacy are key challenges. Traditional data-sharing and model-training methods struggle against risks like Byzantine and poisoning attacks, as federated learning typically assumes all participants are trustworthy, leading to performance drops...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2024-10-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024209/ |
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