Preventing Generation of Verbatim Memorization in Language Models Gives a False Sense of Privacy
Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang, Matthew Jagielski, Katherine Lee, Christopher Choquette Choo, Nicholas Carlini
Abstract
Daphne Ippolito, Florian Tramer, Milad Nasr, Chiyuan Zhang, Matthew Jagielski, Katherine Lee, Christopher Choquette Choo, Nicholas Carlini. Proceedings of the 16th International Natural Language Generation Conference. 2023.
Topics & Concepts
ZhàngComputer scienceMemorizationNatural languageNatural (archaeology)PhilosophyTheologyArtificial intelligenceClassicsLinguisticsArtHistoryArchaeologyChinaPrivacy-Preserving Technologies in DataTopic ModelingDigital and Cyber Forensics