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39 Results
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Workshop
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Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning Alex Beutel · Kai Xiao · Johannes Heidecke · Lilian Weng |
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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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Aligning to What? Limits to RLHF Based Alignment Logan Barnhart · Reza Akbarian Bafghi · Maziar Raissi · Stephen Becker |
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Workshop
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Contextual evaluation of Large Language Models for Classifying Tropical and Infectious Diseases Mercy Asiedu · Nenad Tomasev · Chintan Ghate · Tiya Tiyasirichokchai · Awa Dieng · Oluwatosin Akande · Geoffrey Siwo · Steve Adudans · Sylvanus Aitkins · Odianosen Ehiakhamen · Eric Ndombi · Katherine Heller |
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Workshop
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Imitation guided Automated Red Teaming Desik Rengarajan · Sajad Mousavi · Ashwin Ramesh Babu · Vineet Gundecha · Avisek Naug · Sahand Ghorbanpour · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Soumyendu Sarkar |
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Workshop
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LLM-Assisted Red Teaming of Diffusion Models through "Failures Are Fated, But Can Be Faded" Som Sagar · Aditya Taparia · Ransalu Senanayake |
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Workshop
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SkewAct: Red Teaming Large Language Models via Activation-Skewed Adversarial Prompt Optimization Hanxi Guo · Siyuan Cheng · Guanhong Tao · Guangyu Shen · Zhuo Zhang · Shengwei An · Kaiyuan Zhang · Xiangyu Zhang |
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Competition
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Sun 10:00 |
Competition Overview and Invited Team Talks Chandler Smith |
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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 |
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Workshop
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Lessons From Red Teaming 100 Generative AI Products Blake Bullwinkel · Amanda Minnich · Shiven Chawla · Gary Lopez Munoz · Martin Pouliot · Whitney Maxwell · Joris de Gruyter · Katherine Pratt · Saphir Qi · Nina Chikanov · Roman Lutz · Raja Sekhar Rao Dheekonda · Bolor-Erdene Jagdagdorj · Rich Lundeen · Sam Vaughan · Victoria Westerhoff · Pete Bryan · Ram Shankar Siva Kumar · Yonatan Zunger · Mark Russinovich |
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Workshop
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SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming Anurakt Kumar · Divyanshu Kumar · Jatan Loya · Nitin Aravind Birur · Tanay Baswa · Sahil Agarwal · Prashanth Harshangi |
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Poster
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Wed 16:30 |
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training Kristjan Greenewald · Yuancheng Yu · Hao Wang · Kai Xu |