Nicolas Papernot
Scholar

Nicolas Papernot

Google Scholar ID: cGxq0cMAAAAJ
University of Toronto and Vector Institute
Computer SecurityDeep LearningData Privacy
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Citations & Impact
All-time
Citations
41,774
 
H-index
60
 
i10-index
113
 
Publications
20
 
Co-authors
17
list available
Contact
No contact links provided.
Publications
20 items
Gauss-Newton Unlearning for the LLM Era
2026
Cited
2
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
2026
Cited
0
Efficient Public Verification of Private ML via Regularization
2025
Cited
0
What Does It Take to Build a Performant Selective Classifier?
2025
Cited
0
Beyond Laplace and Gaussian: Exploring the Generalized Gaussian Mechanism for Private Machine Learning
2025
Cited
0
Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention
2025
Cited
0
Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings
2025
Cited
0
Private Rate-Constrained Optimization with Applications to Fair Learning
2025
Cited
0
Resume (English only)
Co-authors
17 total
Patrick McDaniel
Patrick McDaniel
Tsun-Ming Shih Professor of Computer Sciences, University of Wisconsin-Madison
Ian Goodfellow
Ian Goodfellow
DeepMind
Somesh Jha
Somesh Jha
Lubar Chair of Computer Science, University of Wisconsin
Alexey Kurakin
Alexey Kurakin
Research Software Engineer, Google Brain
Z. Berkay Celik
Z. Berkay Celik
Associate Professor of Computer Science, Purdue University
Florian Tramèr
Florian Tramèr
Assistant Professor of Computer Science, ETH Zurich
Úlfar Erlingsson
Úlfar Erlingsson
Distinguished Engineer at Google Cloud
Dan Boneh
Dan Boneh
Professor of Computer Science, Stanford University