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Ferhat Ozgur Catak — most-cited papers & profile · Federated Learning
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overview
Ferhat Ozgur Catak
10
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case
2022 · 5 citations
Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems
2021 · 3 citations
Federated Inference: Toward Privacy-Preserving Collaborative and Incentivized Model Serving
2026
Quantum Key Distribution Secured Federated Learning for Channel Estimation and Radar Spectrum Sensing in 6G Networks
2026
Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study
2025
Top co-authors
Chunming Rong
· 2
Umit Cali
· 2
Febrianti Wibawa
· 1
Jaeyeon Jang
· 1
Jungwon Seo
· 1
Jungwon Seo
· 1
Jungwon Seo
· 1
Kevser Sahinbas
· 1
Murat Kuzlu
· 1
Murat Kuzlu
· 1
Salih Sarp
· 1
Topics
Federated Learning
Privacy
Security
Encryption
Data Heterogeneity