AI Model Disgorgement: Methods and Choices

AI Model Disgorgement: Methods and Choices

7 April 2023

Alessandro Achille

Carson Klingenberg

Papers citing "AI Model Disgorgement: Methods and Choices"

10 / 10 papers shown

Title
Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey) K. Kenthapadi M. Sameki Ankur Taly HILM ELM AILaw 34 12 0 10 Jul 2024
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning Somnath Basu Roy Chowdhury Krzysztof Choromanski Arijit Sehanobish Avinava Dubey Snigdha Chaturvedi MU 53 7 0 24 Jun 2024
Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI Tian Yu Liu Stefano Soatto Matteo Marchi Pratik Chaudhari Paulo Tabuada AI4CE 36 2 0 22 May 2024
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning Chongyu Fan Jiancheng Liu Alfred Hero Sijia Liu MU 22 10 0 12 Mar 2024
Rethinking Machine Unlearning for Large Language Models Sijia Liu Yuanshun Yao Jinghan Jia Stephen Casper Nathalie Baracaldo ... Hang Li Kush R. Varshney Mohit Bansal Sanmi Koyejo Yang Liu AILaw MU 70 81 0 13 Feb 2024
Tangent Transformers for Composition, Privacy and Removal Tian Yu Liu Aditya Golatkar Stefano Soatto 24 8 0 16 Jul 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 36 25 0 10 May 2023
Control, Confidentiality, and the Right to be Forgotten A. Cohen Adam D. Smith Marika Swanberg Prashant Nalini Vasudevan AILaw MU 19 13 0 14 Oct 2022
Mixed-Privacy Forgetting in Deep Networks Aditya Golatkar Alessandro Achille Avinash Ravichandran M. Polito Stefano Soatto CLL MU 127 159 0 24 Dec 2020
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? Gavin Brown Mark Bun Vitaly Feldman Adam D. Smith Kunal Talwar 245 80 0 11 Dec 2020