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Deborah Estrin — most-cited papers & profile · Federated Learning
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Deborah Estrin
5
papers ·
1458
citations ·
115
h-index
Cornell University · Presbyterian Hospital
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
How To Backdoor Federated Learning
2018 · 710 citations
Policy-Based Federated Learning
2020 · 4 citations
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation
2021
Top co-authors
Eugene Bagdasaryan
· 3
Adria Gascon
· 1
Andreas Veit
· 1
Eleanor Birrell
· 1
Hamed Haddadi
· 1
Jason Waterman
· 1
Kallista Bonawitz
· 1
Kleomenis Katevas
· 1
Marco Gruteser
· 1
Mohamad Mounir Safadieh
· 1
Peter Kairouz
· 1
Stefan Mellem
· 1
Topics
Federated Learning
Privacy
Adversarial Attacks
Security
Edge Computing
Data Heterogeneity