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Poster
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Thu 16:30
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WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
Jinghan Jia · Jiancheng Liu · Yihua Zhang · Parikshit Ram · Nathalie Baracaldo · Sijia Liu
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Poster
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Wed 11:00
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Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
Anh Bui · Tung-Long Vuong · Khanh Doan · Trung Le · Paul Montague · Tamas Abraham · Dinh Phung
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Poster
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Thu 16:30
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Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
Jeremiah Birrell · Reza Ebrahimi · Rouzbeh Behnia · Jason Pacheco
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Poster
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Wed 11:00
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Studying How to Efficiently and Effectively Guide Models with Explanations - A Reproducibility Study
Adrian Sauter · Milan Miletić · Ryan Ott · Rohith Prabakaran
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Social
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Thu 19:30
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Space and AI
Anne Spalding · Gabriel Sutherland · Alexander Lavin
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Poster
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Fri 11:00
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PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
Derui Zhu · Dingfan Chen · Xiongfei Wu · Jiahui Geng · Zhuo Li · Jens Grossklags · Lei Ma
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Affinity Event
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Learning to Reweight Examples in Backdoor Defense
Yufan Feng · Benjamin Tan · Yani Ioannou
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Poster
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Wed 11:00
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An Analysis of Robustness of Non-Lipschitz Networks
Maria-Florina Balcan · Avrim Blum · Dravyansh Sharma · Hongyang Zhang
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Affinity Event
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Improving Harm Reduction Tactics for a Multimodal Software Solution
Lucia Berger
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Expo Talk Panel
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Tue 16:00
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Symbolic AI and Foundation Models Integration towards Reliable and Trustworthy Industry-grade AI Systems
Vítor Lourenço · Vítor Lourenço · Audrey Depeige · Audrey Depeige · Charles Ivie · Ora Lassila · George Karypis
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Affinity Event
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Tue 14:00
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Invited Talk 2 by Lama Ahmad (Technical Program Manager, Trustworthy AI at OpenAI): Human and AI Evaluations for Safety and Robustness Testing
Lama Ahmad
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Poster
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Thu 16:30
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Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
Andy Zhou · Bo Li · Haohan Wang
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