most citedBad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning

2 citations · 2 across the 4 of their papers we have counts for

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cs.LG2025

Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings

Mingyuan Fan, Fuyi Wang, Cen Chen +1

Federated learning (FL) enables collaborative model training among multiple clients without the need to expose raw data. Its ability to safeguard privacy, at the heart of FL, has r…

cs.LG2025★ 2 cited

Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning

Mingyuan Fan, Zhanyi Hu, Fuyi Wang +1

Data heterogeneity and backdoor attacks rank among the most significant challenges facing federated learning (FL). For data heterogeneity, personalized federated learning (PFL) ena…