Concepedia

Nicolas Papernot

NP

Statistics

Publications

85

Citations

19.3K

H-Index

44

Active since

2014

Affiliations

University of Toronto(Current)

Google (United States)

Vector Institute

Pennsylvania State University

University of Wisconsin–Madison

Nicolas Papernot is an author at University of Toronto specializing in machine learning, computer science, and computing.

Publications per year

2014–2025

85

Publications

85

The Limitations of Deep Learning in Adversarial Settings

Nicolas Papernot, Patrick McDaniel, Somesh Jha et al. · 2016 · 3.9K citations

Computing, Computer Science, Computer Security +12

Practical Black-Box Attacks against Machine Learning

Nicolas Papernot, Patrick McDaniel, Ian Goodfellow et al. · 2017 · 3.5K citations

Computing, Computer Science, Cybersecurity +10

Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples

Nicolas Papernot, Patrick McDaniel, Ian Goodfellow · arXiv (Cornell University) · 2016 · 1.4K citations · Full text

Computing, Computer Science, Computer Security +10

Ensemble Adversarial Training: Attacks and Defenses

Florian Tramèr, Alexey Kurakin, Nicolas Papernot et al. · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

Computing, Computer Science, Computer Security +16

MixMatch: A Holistic Approach to Semi-Supervised Learning

David Berthelot, Nicholas Carlini, Ian Goodfellow et al. · arXiv (Cornell University) · 2019 · 604 citations · Full text

Computing, Computer Science, Machine Learning +16

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