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Huaming Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Huaming Chen
19
papers ·
80
citations ·
16
h-index
The University of Sydney
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios
2023 · 5 citations
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges
2024 · 1 citations
GuardFed: A Trustworthy Federated Learning Framework Against Dual-Facet Attacks
2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
2025
Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning
2024
Top co-authors
Dong Yuan
· 3
Yanli Li
· 3
Dong Yuan
· 1
Haoran Li
· 1
Huan Wang
· 1
Jehad Ibrahim
· 1
Jiahua Shi
· 1
Jun Shen
· 1
Jun Yan
· 1
Kim-Kwang Raymond Choo
· 1
Lijuan Wang
· 1
Nan Yang
· 1
Topics
Federated Learning
Privacy
Adversarial Attacks
Security
Edge Computing
Data Heterogeneity