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Basak Guler — most-cited papers & profile · Federated Learning
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overview
Basak Guler
9
papers ·
178
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
2021 · 59 citations
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning
2020 · 31 citations
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning
2020 · 25 citations
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
2021 · 19 citations
Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
2021 · 19 citations
Sustainable Federated Learning
2021 · 11 citations
Byzantine-Resilient Secure Federated Learning
2020 · 10 citations
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning
2025 · 3 citations
FLASH: Federated Learning Across Simultaneous Heterogeneities
2024 · 1 citations
Top co-authors
Jinhyun So
· 5
A. Salman Avestimehr
· 2
Hasin Us Sami
· 2
Ramy E. Ali
· 2
Salman Avestimehr
· 2
Srikanth V. Krishnamurthy
· 2
Amit K. Roy-Chowdhury
· 1
Amit K. Roy-Chowdhury
· 1
Ananthram Swami
· 1
and A. Salman Avestimehr
· 1
Aylin Yener
· 1
Chaoyang He
· 1
Topics
Federated Learning
Privacy
Security
Optimization
Adversarial Attacks
Data Heterogeneity
Communication
Edge Computing