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
Seyit Camtepe — most-cited papers & profile · Federated Learning
← authors
·
overview
Seyit Camtepe
26
papers ·
207
citations ·
39
h-index
Commonwealth Scientific and Industrial Research Organisation · Quantum (Australia) · Health Sciences and Nutrition · CSIRO Manufacturing · Data61
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SplitFed: When Federated Learning Meets Split Learning
2020 · 41 citations
Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance
2021 · 11 citations
Evaluation of Federated Learning in Phishing Email Detection
2020 · 5 citations
Local Differential Privacy for Federated Learning
2022 · 4 citations
Advancements of federated learning towards privacy preservation: from federated learning to split learning
2020 · 1 citations
Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users
2025
Leakage-Resilient and Carbon-Neutral Aggregation Featuring the Federated AI-enabled Critical Infrastructure
2024
Top co-authors
Chandra Thapa
· 4
M.A.P. Chamikara
· 3
Surya Nepal
· 3
Yansong Gao
· 2
Alsharif Abuadbba
· 1
and Sharif Abuadbba
· 1
Arash Mahboubi
· 1
Aufeef Chauhan
· 1
Dineshkumar Singh
· 1
Dongxi Liu
· 1
Haithem Afli
· 1
Hamed Aboutorab
· 1
Topics
Federated Learning
Privacy
Security
Communication
Optimization
Data Heterogeneity
Edge Computing
Adversarial Attacks