"federated learning security" Papers

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Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning

Mingyuan Fan, Zhanyi Hu, Fuyi Wang et al.

ICLR 2025

Model Poisoning Attacks to Federated Learning via Multi-Round Consistency

Yueqi Xie, Minghong Fang, Neil Zhenqiang Gong

CVPR 2025arXiv:2404.15611
24
citations

Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective

Hyeong Gwon Hong, Yooshin Cho, Hanbyel Cho et al.

AAAI 2024paperarXiv:2312.12488
3
citations