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27 Results
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Workshop
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An Adversarial Perspective on Machine Unlearning for AI Safety Jakub Łucki · Boyi Wei · Yangsibo Huang · Peter Henderson · Florian Tramer · Javier Rando |
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Workshop
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Unlearning Tabular Data Without a "Forget Set'' Aviraj Newatia · Michael Cooper · Rahul Krishnan |
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Workshop
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Towards Natural Machine Unlearning Zhengbao He · Tao Li · Xinwen Cheng · Zhehao Huang · Xiaolin Huang |
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Poster
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Fri 11:00 |
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness Weilin Lin · Li Liu · Shaokui Wei · Jianze Li · Hui Xiong |
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Workshop
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Fairness Implications of Machine Unlearning: Bias Risks in Removing NSFW Content from Text-to-Image Models Xiwen Wei · Guihong Li · Radu Marculescu |
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Workshop
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LoReUn: Data Itself Implicitly Provides Cues to Improve Machine Unlearning Xiang Li · Qianli Shen · Haonan Wang · Kenji Kawaguchi |
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Workshop
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Learning to Forget using Diffusion Hypernetworks Jose Miguel Lara Rangel · Usman Anwar · Stefan Schoepf · Jack Foster · David Krueger |
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Poster
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Thu 11:00 |
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models Jiaqi Li · Qianshan Wei · Chuanyi Zhang · Guilin Qi · Miaozeng Du · Yongrui Chen · Sheng Bi · Fan Liu |
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Poster
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Wed 11:00 |
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement Zhehao Huang · Xinwen Cheng · JingHao Zheng · Haoran Wang · Zhengbao He · Tao Li · Xiaolin Huang |
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Workshop
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Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning Somnath Basu Roy Chowdhury · Krzysztof M Choromanski · Arijit Sehanobish · Kumar Avinava Dubey · Snigdha Chaturvedi |
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Poster
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Thu 11:00 |
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable Martin Bertran · Shuai Tang · Michael Kearns · Jamie Morgenstern · Aaron Roth · Steven Wu |
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Poster
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Fri 16:30 |
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models Yong-Hyun Park · Sangdoo Yun · Jin-Hwa Kim · Junho Kim · Geonhui Jang · Yonghyun Jeong · Junghyo Jo · Gayoung Lee |