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Yansong Gao — most-cited papers & profile · Federated Learning
← authors
·
overview
Yansong Gao
25
papers ·
495
citations ·
18
h-index
Xinjiang Agricultural University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
2020 · 219 citations
Evaluation of Federated Learning in Phishing Email Detection
2020 · 5 citations
Vertical Federated Learning: Taxonomies, Threats, and Prospects
2023 · 3 citations
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things
2021 · 1 citations
PPA: Preference Profiling Attack Against Federated Learning
2022 · 1 citations
Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users
2025
Towards Privacy-Preserving and Verifiable Federated Matrix Factorization
2022
MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning
2022
Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables
2023
Top co-authors
Chandra Thapa
· 4
Anmin Fu
· 3
Qun Li
· 3
Seyit A. Camtepe
· 3
Surya Nepal
· 3
Yifeng Zheng
· 3
Zhi Zhang
· 3
Hua Ma
· 2
Hyoungshick Kim
· 2
Minki Kim
· 2
Seyit Camtepe
· 2
Sharif Abuadbba
· 2
Topics
Federated Learning
Privacy
Data Heterogeneity
Edge Computing
Communication
Security
Optimization
Encryption