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252 Results
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Workshop
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Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective Ayse Yasar · Andrew Chong · Evan Dong · Thomas Gilbert · Carlos Mougan · Xudong Shen · Shubham Singh · Ana-Andreea Stoica · Savannah Thais |
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Workshop
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Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs Aly Kassem · Omar Mahmoud · Niloofar Mireshghallah · Hyunwoo Kim · Yulia Tsvetkov · Yejin Choi · Sherif Saad · Santu Rana |
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Workshop
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Sat 15:45 |
A shared standard for valid measurement of generative AI systems' capabilities, risks, and impacts Alexandra Chouldechova · Chad Atalla · Solon Barocas · A. Feder Cooper · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Nicholas Pangakis · Stefanie Reed · Emily Sheng · Dan Vann · Matthew Vogel · Hannah Washington · Hanna Wallach |
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Affinity Event
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Armadillo: Robust Secure Aggregation for Federated Learning with Input Validation Yiping Ma · Yue Guo · Harish Karthikeyan · Antigoni Polychroniadou |
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Affinity Event
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: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning Harish Karthikeyan · Antigoni Polychroniadou |
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Workshop
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Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach · Meera Desai · Nicholas Pangakis · A. Feder Cooper · Angelina Wang · Solon Barocas · Alexandra Chouldechova · Chad Atalla · Su Lin Blodgett · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Alexandra Olteanu · Stefanie Reed · Emily Sheng · Dan Vann · Jennifer Wortman Vaughan · Matthew Vogel · Hannah Washington · Abigail Jacobs |
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Workshop
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Sat 15:45 |
Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach · Meera Desai · Nicholas Pangakis · A. Feder Cooper · Angelina Wang · Solon Barocas · Alexandra Chouldechova · Chad Atalla · Su Lin Blodgett · Emily Corvi · Alex Dow · Jean Garcia-Gathright · Alexandra Olteanu · Stefanie Reed · Emily Sheng · Dan Vann · Jennifer Wortman Vaughan · Matthew Vogel · Hannah Washington · Abigail Jacobs |
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Affinity Event
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Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture Mohamad Haj Fares · Ahmed Mohamed Saad Emam Saad |
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Workshop
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MedAIScout: Automated Retrieval of Known Machine Learning Vulnerabilities in Medical Applications Athish Pranav Dharmalingam · Gargi Mitra |
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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 |
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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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Poster
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Fri 16:30 |
DataComp-LM: In search of the next generation of training sets for language models Jeffrey Li · Alex Fang · Georgios Smyrnis · Maor Ivgi · Matt Jordan · Samir Yitzhak Gadre · Hritik Bansal · Etash Guha · Sedrick Scott Keh · Kushal Arora · Saurabh Garg · Rui Xin · Niklas Muennighoff · Reinhard Heckel · Jean Mercat · Mayee Chen · Suchin Gururangan · Mitchell Wortsman · Alon Albalak · Yonatan Bitton · Marianna Nezhurina · Amro Abbas · Cheng-Yu Hsieh · Dhruba Ghosh · Josh Gardner · Maciej Kilian · Hanlin Zhang · Rulin Shao · Sarah Pratt · Sunny Sanyal · Gabriel Ilharco · Giannis Daras · Kalyani Marathe · Aaron Gokaslan · Jieyu Zhang · Khyathi Chandu · Thao Nguyen · Igor Vasiljevic · Sham Kakade · Shuran Song · Sujay Sanghavi · Fartash Faghri · Sewoong Oh · Luke Zettlemoyer · Kyle Lo · Alaaeldin El-Nouby · Hadi Pouransari · Alexander Toshev · Stephanie Wang · Dirk Groeneveld · Luca Soldaini · Pang Wei Koh · Jenia Jitsev · Thomas Kollar · Alex Dimakis · Yair Carmon · Achal Dave · Ludwig Schmidt · Vaishaal Shankar |