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23 Results
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Workshop
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What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks Nathalie Kirch · Severin Field · Stephen Casper |
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Poster
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Thu 11:00 |
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiongxiao Wang · Jiazhao LI · Yiquan Li · Xiangyu Qi · Junjie Hu · Sharon Li · Patrick McDaniel · Muhao Chen · Bo Li · Chaowei Xiao |
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Poster
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Wed 16:30 |
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes Xiaomeng Hu · Pin-Yu Chen · Tsung-Yi Ho |
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Workshop
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When Do Universal Image Jailbreaks Transfer Between Vision-Language Models? Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Cristobal Eyzaguirre · Zane Durante · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Sat 10:45 |
When Do Universal Image Jailbreaks Transfer Between Vision-Language Models? Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Cristobal Eyzaguirre · Zane Durante · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Failures to Find Transferable Image Jailbreaks Between Vision-Language Models Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Zane Durante · Cristobal Eyzaguirre · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Failures to Find Transferable Image Jailbreaks Between Vision-Language Models Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Zane Durante · Cristobal Eyzaguirre · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Decompose, Recompose, and Conquer: Multi-modal LLMs are Vulnerable to Compositional Adversarial Attacks in Multi-Image Queries Julius Broomfield · George Ingebretsen · Reihaneh Iranmanesh · Sara Pieri · Ethan Kosak-Hine · Tom Gibbs · Reihaneh Rabbany · Kellin Pelrine |
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Workshop
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Sun 10:55 |
Contributed Talk 2: Failures to Find Transferable Image Jailbreaks Between Vision-Language Models Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Zane Durante · Cristobal Eyzaguirre · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Decompose, Recompose, and Conquer: Multi-modal LLMs are Vulnerable to Compositional Adversarial Attacks in Multi-Image Queries Julius Broomfield · George Ingebretsen · Reihaneh Iranmanesh · Sara Pieri · Ethan Kosak-Hine · Tom Gibbs · Reihaneh Rabbany · Kellin Pelrine |
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Workshop
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Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI Ambrish Rawat · Stefan Schoepf · Giulio Zizzo · Giandomenico Cornacchia · Muhammad Zaid Hameed · Kieran Fraser · Erik Miehling · Beat Buesser · Elizabeth Daly · Mark Purcell · Prasanna Sattigeri · Pin-Yu Chen · Kush Varshney |