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Nicolas Papernot — most-cited papers & profile · Federated Learning
← authors
·
overview
Nicolas Papernot
40
papers ·
2744
citations ·
48
h-index
University of Toronto
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
When the Curious Abandon Honesty: Federated Learning Is Not Private
2021 · 25 citations
CaPC Learning: Confidential and Private Collaborative Learning
2021 · 9 citations
Robust and Actively Secure Serverless Collaborative Learning
2023 · 2 citations
Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation
2023
Top co-authors
Adam Dziedzic
· 4
Ali Shahin Shamsabadi
· 2
Christopher A. Choquette-Choo
· 2
Franziska Boenisch
· 2
Ilia Shumailov
· 2
Somesh Jha
· 2
Xiao Wang
· 2
Yunxiang Zhang
· 1
Topics
Federated Learning
Privacy
Encryption
Security
Data Heterogeneity