Nicholas Carlini is affiliated with Google in the United States and has a research focus centered on computer science. Their work spans several subfields including artificial intelligence, computer vision and pattern recognition, signal processing, radiology, nuclear medicine and imaging, as well as computer networks and communications.
The scientist's research primarily addresses topics such as adversarial robustness in machine learning, privacy-preserving technologies in data, topic modeling, anomaly detection techniques and applications, advanced malware detection techniques, cryptography and data security, and natural language processing techniques.
Among the recently published papers by Nicholas Carlini are: "Membership Inference Attacks From First Principles" (2022) presented at the 2022 IEEE Symposium on Security and Privacy (SP); "Extracting Training Data from Large Language Models" (2020) published on arXiv (Cornell University). Other notable papers connected through coauthors include "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" (2020) from arXiv (Cornell University) and "Deduplicating Training Data Makes Language Models Better" (2022) published in the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), reflecting collaborative research efforts.
Frequent coauthors collaborating with Nicholas Carlini include Florian Tramèr, Milad Nasr, Matthew Jagielski, Daphne Ippolito, and Katherine Lee.
Publication venues where Nicholas Carlini has contributed include: arXiv (Cornell University), the 2022 IEEE Symposium on Security and Privacy (SP), the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), the Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, and Foundations and Trends® in Privacy and Security.
Nicholas Carlini;David Wagner
Kihyuk Sohn;David Berthelot;Chun-Liang Li;Zizhao Zhang
Anish Athalye;Nicholas Carlini;David A. Wagner
David Berthelot;Nicholas Carlini;Ian Goodfellow;Nicolas Papernot
Nicholas Carlini;David Wagner
Nicholas Carlini;David Wagner
Nicholas Carlini;Anish Athalye;Nicolas Papernot;Wieland Brendel
Nicolas Papernot;Fartash Faghri;Nicholas Carlini;Ian Goodfellow
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Nicholas Carlini;Chang Liu;Úlfar Erlingsson;Jernej Kos
Nicholas Carlini;Pratyush Mishra;Tavish Vaidya;Yuankai Zhang
Florian Tramer;Nicholas Carlini;Wieland Brendel;Aleksander Madry
David Berthelot;Nicholas Carlini;Ekin D. Cubuk;Alex Kurakin
Nicholas Carlini;David Wagner
Nicholas Carlini;Florian Tramèr;Eric Wallace;Matthew Jagielski
Nicholas Carlini;David A. Wagner
Warren He;James Wei;Xinyun Chen;Nicholas Carlini
Yao Qin;Nicholas Carlini;Garrison W. Cottrell;Ian J. Goodfellow
Rohan Taori;Achal Dave;Vaishaal Shankar;Nicholas Carlini
Katherine Lee;Daphne Ippolito;Andrew Nystrom;Chiyuan Zhang
David Berthelot;Nicholas Carlini;Ekin D. Cubuk;Alex Kurakin
Yao Qin;Nicholas Carlini;Ian Goodfellow;Garrison Cottrell
Justin Gilmer;Nicolas Ford;Nicholas Carlini;Ekin D. Cubuk
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