Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Erman Ayday — most-cited papers & profile · Federated Learning
← authors
·
overview
Erman Ayday
5
papers ·
8
citations ·
30
h-index
Case Western Reserve University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A User-Centric, Privacy-Preserving, and Verifiable Ecosystem for Personal Data Management and Utilization
2025 · 4 citations
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
2022 · 3 citations
Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
2023 · 1 citations
Empowering Digital Agriculture: A Privacy-Preserving Framework for Data Sharing and Collaborative Research
2025
Top co-authors
Mina Namazi
· 2
Osama Zafar
· 2
Alfonso J. Rodríguez‐Morales
· 1
Amr U. Abourayya
· 1
Anisa Halimi
· 1
B. Tarakeswara Rao
· 1
Geoffrey I. Webb
· 1
Jaideep Vaidya
· 1
Jens Kleesiek
· 1
K. Praveen Kumar Rao
· 1
Leonard Dervishi
· 1
Michael Kamp
· 1
Topics
Privacy
Federated Learning
Security