Scholar
Nicolas Papernot
Google Scholar ID: cGxq0cMAAAAJ
University of Toronto and Vector Institute
Computer Security
Deep Learning
Data 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
Publications
24 items
Differentially Private Mixing of Public Datasets Improves Private Learning
2026
Cited
0
Empirical Analysis of Evasion and Poisoning Against Malware Data Drift Detection
2026
Cited
0
Certified in Theory, Broken in Practice: Assumption Gaps in Cryptographic Model Certification
2026
Cited
0
AI Agents Enable Adaptive Computer Worms
2026
Cited
0
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
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Co-authors
15 total
Patrick McDaniel
Tsun-Ming Shih Professor of Computer Sciences, University of Wisconsin-Madison
Ian Goodfellow
DeepMind
Somesh Jha
Lubar Chair of Computer Science, University of Wisconsin
Alexey Kurakin
Research Software Engineer, Google Brain
Z. Berkay Celik
Associate Professor of Computer Science, Purdue University
Florian Tramèr
Assistant Professor of Computer Science, ETH Zurich
Úlfar Erlingsson
Distinguished Engineer at Google Cloud
Dan Boneh
Professor of Computer Science, Stanford University
