Fast Exact Unlearning for In-Context Learning Data for LLMs

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Fast Exact Unlearning for In-Context Learning Data for LLMs

1 February 2024

Andrei Muresanu

Michael R. Zhang

Nicolas Papernot

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Papers citing "Fast Exact Unlearning for In-Context Learning Data for LLMs"

14 / 14 papers shown

Title
OFMU: Optimization-Driven Framework for Machine Unlearning Sadia Asif Mohammad Mohammadi Amiri MU 125 0 0 26 Sep 2025
AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs Debdeep Sanyal Manodeep Ray Murari Mandal AAML 164 0 0 06 Sep 2025
A Survey on Generative Model Unlearning: Fundamentals, Taxonomy, Evaluation, and Future Direction Xiaohua Feng Jiaming Zhang Fengyuan Yu C. Wang Li Zhang Kaixiang Li Yuyuan Li Chaochao Chen Jianwei Yin MU 230 2 0 26 Jul 2025
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning Puning Yang Qizhou Wang Zhuo Huang Tongliang Liu Chengqi Zhang Bo Han MU 332 10 0 17 May 2025
SUV: Scalable Large Language Model Copyright Compliance with Regularized Selective Unlearning Tianyang Xu Xiaoze Liu Feijie Wu Xiaoqian Wang Jing Gao MU 487 5 0 29 Mar 2025
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal Weipeng Jiang Juan Zhai Shiqing Ma Ziyan Lei Xiaofei Xie Yige Wang Chao Shen MU 204 1 0 26 Feb 2025
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min Lin DiffM 264 17 0 16 Oct 2024
LLM Unlearning via Loss Adjustment with Only Forget DataInternational Conference on Learning Representations (ICLR), 2024 Yaxuan Wang Jiaheng Wei Chris Yuhao Liu Jinlong Pang Qiang Liu A. Shah Yujia Bao Yang Liu Wei Wei KELM MU 347 42 0 14 Oct 2024
A Closer Look at Machine Unlearning for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Xiaojian Yuan Tianyu Pang Chao Du Kejiang Chen Weiming Zhang Min Lin MU 728 27 0 10 Oct 2024
Position: LLM Unlearning Benchmarks are Weak Measures of Progress Pratiksha Thaker Shengyuan Hu Neil Kale Yash Maurya Zhiwei Steven Wu Virginia Smith MU 320 33 0 03 Oct 2024
UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI Ilia Shumailov Jamie Hayes Eleni Triantafillou Guillermo Ortiz-Jimenez Nicolas Papernot Matthew Jagielski Itay Yona Heidi Howard Eugene Bagdasaryan MU 215 48 0 27 Jun 2024
Guardrail Baselines for Unlearning in LLMs Pratiksha Thaker Yash Maurya Shengyuan Hu Zhiwei Steven Wu Virginia Smith MU 380 75 0 05 Mar 2024
Event-level Knowledge Editing Hao Peng Xiaozhi Wang Chunyang Li Kaisheng Zeng Jiangshan Duo Yixin Cao Lei Hou Juanzi Li KELM 239 8 0 20 Feb 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 398 195 0 13 Feb 2024