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Updated: Sep 10, 2025

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SpyShield:一种Spyfall启发的防御机制,用于抵御联合学习中的毒害攻击

Youssef Elgharieb1, Wassim Alexan2, Minar El-Aasser3

  • 1CSEN Department, Faculty of MET, German University in Cairo, Cairo, Egypt.

Scientific reports
|August 26, 2025
PubMed
概括

通过使用客户端合作来检测中毒攻击,SpyShield提高了联合学习 (FL) 的安全性. 这种由Spyfall引发的新型防御机制在协作训练中优于现有的方法.

关键词:
汇总联合学习恶意客户毒害攻击毒害防御

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