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20 Results
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Workshop
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Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning Seanie Lee · Minsu Kim · Lynn Cherif · David Dobre · Juho Lee · Sung Ju Hwang · Kenji Kawaguchi · Gauthier Gidel · Yoshua Bengio · Nikolay Malkin · Moksh Jain |
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Poster
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Fri 16:30 |
Improving Alignment and Robustness with Circuit Breakers Andy Zou · Long Phan · Justin Wang · Derek Duenas · Maxwell Lin · Maksym Andriushchenko · J. Zico Kolter · Matt Fredrikson · Dan Hendrycks |
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Poster
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Thu 16:30 |
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space Leo Schwinn · David Dobre · Sophie Xhonneux · Gauthier Gidel · Stephan Günnemann |
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Workshop
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Plentiful Jailbreaks with String Compositions Brian Huang |
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Workshop
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Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage Rafi Rashid · Jing Liu · Toshiaki Koike-Akino · Shagufta Mehnaz · Ye Wang |
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Workshop
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Plentiful Jailbreaks with String Compositions Brian Huang |
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Workshop
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Does Refusal Training in LLMs Generalize to the Past Tense? Maksym Andriushchenko · Nicolas Flammarion |
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Workshop
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Between the Bars: Gradient-based Jailbreaks are Bugs that induce Features Kaivalya Hariharan · Uzay Girit |
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Affinity Event
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Tue 14:00 |
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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Workshop
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Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMs Aidan Ewart · Abhay Sheshadri · Phillip Guo · Aengus Lynch · Cindy Wu · Vivek Hebbar · Henry Sleight · Asa Cooper Stickland · Ethan Perez · Dylan Hadfield-Menell · Stephen Casper |
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Workshop
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Sun 11:05 |
Contributed Talk 3: LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet Nathaniel Li · Ziwen Han · Ian Steneker · Willow Primack · Riley Goodside · Hugh Zhang · Zifan Wang · Cristina Menghini · Summer Yue |
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Workshop
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LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet Nathaniel Li · Ziwen Han · Ian Steneker · Willow Primack · Riley Goodside · Hugh Zhang · Zifan Wang · Cristina Menghini · Summer Yue |