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Rouzbeh Behnia — most-cited papers & profile · Federated Learning
← authors
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overview
Rouzbeh Behnia
7
papers ·
2
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
2023 · 1 citations
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
2024 · 1 citations
Local Differential Privacy for Federated Learning with Fixed Memory Usage and Per-Client Privacy
2025
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security
2025
An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models
2025
Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
2024
Top co-authors
Reza Ebrahimi
· 4
Jeremiah Birrell
· 3
Arman Riasi
· 2
Attila A. Yavuz
· 2
Elisa Bertino
· 2
Jason Pacheco
· 2
Reza Ebrahimi
· 2
Thang Hoang
· 2
Yiwei Zhang
· 2
Attila A Yavuz
· 1
Balaji Padmanabhan
· 1
Kasra Ahmadi
· 1
Topics
Federated Learning
Privacy
Security