"byzantine robustness" Papers

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Competitive Advantage Attacks to Decentralized Federated Learning

Yuqi Jia, Minghong Fang, Neil Gong

NEURIPS 2025arXiv:2310.13862
1
citations

EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning

Zhiqiang Li, Haiyong Bao, Menghong Guan et al.

AAAI 2025paperarXiv:2506.13612
3
citations

Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning

Yuchen Liu, Chen Chen, Lingjuan Lyu et al.

AAAI 2025paperarXiv:2502.04890
3
citations

LiD-FL: Towards List-Decodable Federated Learning

Hong Liu, Liren Shan, Han Bao et al.

AAAI 2025paperarXiv:2408.04963

Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective

Zhongjian Zhang, Mengmei Zhang, Xiao Wang et al.

AAAI 2025paperarXiv:2501.03301
3
citations

Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates

Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui et al.

ICML 2024arXiv:2402.12780
13
citations

Certifiably Byzantine-Robust Federated Conformal Prediction

Mintong Kang, Zhen Lin, Jimeng Sun et al.

ICML 2024arXiv:2406.01960
5
citations

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

Yueqi Xie, Minghong Fang, Neil Gong

ICML 2024