"model poisoning attacks" Papers

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Competitive Advantage Attacks to Decentralized Federated Learning

Yuqi Jia, Minghong Fang, Neil Gong

NEURIPS 2025arXiv:2310.13862
1
citations

Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning

Yujing Wang, Hainan Zhang, Sijia Wen et al.

AAAI 2025paperarXiv:2406.14217
3
citations

Model Poisoning Attacks to Federated Learning via Multi-Round Consistency

Yueqi Xie, Minghong Fang, Neil Zhenqiang Gong

CVPR 2025arXiv:2404.15611
24
citations

FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error

Yueqi Xie, Minghong Fang, Neil Gong

ICML 2024