Nicholas Carlini

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Kihyuk Sohn, David Berthelot, Chunliang Li et al. · arXiv (Cornell University) · 2020 · 2.3K citations · Full text

Computing, Computer Science, Computer Vision +16

Adversarial Examples Are Not Easily Detected

Nicholas Carlini, David Wagner · 2017 · 1.4K citations

Computing, Computer Science, Computer Security +13

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Anish Athalye, Nicholas Carlini, David Wagner · arXiv (Cornell University) · 2018 · 1.2K citations · Full text

Computing, Computer Science, Cybersecurity +9

Towards Evaluating the Robustness of Neural Networks

Nicholas Carlini, David Wagner · 2017 · 662 citations · Full text

Computing, Computer Science, Computer Security +8

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