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Updated: Jun 18, 2025

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DefendFL:一个保护隐私的联合学习计划,以防止毒害攻击

Jiao Liu, Xinghua Li, Ximeng Liu

    IEEE transactions on neural networks and learning systems
    |August 1, 2024
    PubMed
    概括

    DefendFL通过引入基于面具的框架来增强联合学习 (FL) 的安全性,该框架可以保护梯度隐私,并有效地检测和减轻毒害攻击,改善模型完整性.

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