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Farinaz Koushanfar — most-cited papers & profile · Federated Learning
← authors
·
overview
Farinaz Koushanfar
25
papers ·
325
citations ·
63
h-index
UC San Diego Health System · University of California San Diego
Google Scholar ↗
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Most-cited papers
Peer-to-peer Federated Learning on Graphs
2019 · 140 citations
Decentralized Bayesian Learning over Graphs
2019 · 25 citations
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection
2022 · 6 citations
FLAME: Taming Backdoors in Federated Learning (Extended Version 1)
2021 · 3 citations
DROP: Poison Dilution via Knowledge Distillation for Federated Learning
2025 · 1 citations
zPROBE: Zero Peek Robustness Checks for Federated Learning
2022
SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection
2023
Top co-authors
Tara Javidi
· 3
Anusha Lalitha
· 2
Cristina Nita-Rotaru
· 2
Huili Chen
· 2
Ahmad-Reza Sadeghi
· 1
Alina Oprea
· 1
and Thomas Schneider
· 1
Anshuman Suri
· 1
Azalia Mirhoseini
· 1
Georgios Syros
· 1
Helen M\"ollering
· 1
Hossein Fereidooni
· 1
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