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21 Results
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Poster
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Tue 2:30 |
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu · Yufei Wang · Song Xia · Wenhan Yang · Shijian Lu · Yap-peng Tan · Alex Kot |
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Poster
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Thu 2:30 |
In-Context Unlearning: Language Models as Few-Shot Unlearners Martin Pawelczyk · Seth Neel · Himabindu Lakkaraju |
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Poster
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Thu 2:30 |
Verification of Machine Unlearning is Fragile Binchi Zhang · Zihan Chen · Cong Shen · Jundong Li |
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Poster
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Thu 4:30 |
Towards Certified Unlearning for Deep Neural Networks Binchi Zhang · Yushun Dong · Tianhao Wang · Jundong Li |
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Poster
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Thu 4:30 |
The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning Nathaniel Li · Alexander Pan · Anjali Gopal · Summer Yue · Daniel Berrios · Alice Gatti · Justin Li · Ann-Kathrin Dombrowski · Shashwat Goel · Gabriel Mukobi · Nathan Helm-Burger · Rassin Lababidi · Lennart Justen · Andrew Liu · Michael Chen · Isabelle Barrass · Oliver Zhang · Xiaoyuan Zhu · Rishub Tamirisa · Bhrugu Bharathi · Ariel Herbert-Voss · Cort Breuer · Andy Zou · Mantas Mazeika · Zifan Wang · Palash Oswal · Weiran Lin · Adam Hunt · Justin Tienken-Harder · Kevin Shih · Kemper Talley · John Guan · Ian Steneker · David Campbell · Brad Jokubaitis · Steven Basart · Stephen Fitz · Ponnurangam Kumaraguru · Kallol Karmakar · Uday Tupakula · Vijay Varadharajan · Yan Shoshitaishvili · Jimmy Ba · Kevin Esvelt · Alexandr Wang · Dan Hendrycks |
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Poster
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Tue 2:30 |
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment Chaochao Chen · Jiaming Zhang · Yuyuan Li · Zhongxuan Han |
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Poster
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Wed 4:30 |
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Bărbulescu · Peter Triantafillou |
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Workshop
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∇τ∇τ: Gradient-based and Task-Agnostic Machine Unlearning Daniel Trippa · Cesare Campagnano · Maria Sofia Bucarelli · Gabriele Tolomei · Fabrizio Silvestri |
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Workshop
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Medical Unlearnable Examples: Securing Medical Data from Unauthorized Traning via Sparsity-Aware Local Masking Weixiang Sun · Yixin Liu · Zhiling Yan · Kaidi Xu · Lichao Sun |
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Workshop
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Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing Yihan Wang · Yiwei Lu · Guojun Zhang · Franziska Boenisch · Adam Dziedzic · Yaoliang Yu · Xiao-Shan Gao |
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Workshop
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Sat 6:30 |
Matthew Jagielski and Katja Filippova (Google Deepmind), Machine Unlearning Matthew Jagielski · Katja Filippova |
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Workshop
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Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs Swanand Kadhe · Farhan Ahmed · Dennis Wei · Nathalie Baracaldo · Inkit Padhi |