What can we learn from Data Leakage and Unlearning for Law?

19 July 2023

Papers citing "What can we learn from Data Leakage and Unlearning for Law?"

10 / 10 papers shown

Title
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice A. Feder Cooper Christopher A. Choquette-Choo Miranda Bogen Matthew Jagielski Katja Filippova ... Abigail Z. Jacobs Andreas Terzis Hanna M. Wallach Nicolas Papernot Katherine Lee AILaw MU 86 10 0 09 Dec 2024
PII-Scope: A Benchmark for Training Data PII Leakage Assessment in LLMs K. K. Nakka Ahmed Frikha Ricardo Mendes Xue Jiang Xuebing Zhou 19 1 0 09 Oct 2024
The Future of Large Language Model Pre-training is Federated Lorenzo Sani Alexandru Iacob Zeyu Cao Bill Marino Yan Gao ... Wanru Zhao William F. Shen Preslav Aleksandrov Xinchi Qiu Nicholas D. Lane AI4CE 27 12 0 17 May 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 48 22 0 19 Mar 2024
Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks Yixin Cheng Markos Georgopoulos V. Cevher Grigorios G. Chrysos AAML 14 15 0 14 Feb 2024
CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients Pragnya Ramjee Bhuvan Sachdeva Satvik Golechha Shreyas Kulkarni Geeta Fulari Kaushik Murali Mohit Jain 8 9 0 07 Feb 2024
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity Claudio Novelli F. Casolari Philipp Hacker Giorgio Spedicato Luciano Floridi AILaw SILM 39 41 0 14 Jan 2024
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 67 62 0 28 Jan 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 234 447 0 14 Jul 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 264 1,798 0 14 Dec 2020