A. Feder Cooper
- Scalable Extraction of Training Data from (Production) Language Models
2023/11/28 by Milad Nasr, Nasr, Milad, Nicholas Carlini +17 · 21 voices · 68 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
- Extracting books from production language models
2026/01/06 by Ahmed Ahmed, A. Feder Cooper, Sanmi Koyejo +1 · 65 voices · 2 citations
#cs.CL #cs.AI #cs.LG
- Extracting memorized pieces of (copyrighted) books from open-weight language models
2025/05/18 by A. Feder Cooper, Mark A. Lemley, Cooper, A. Feder +16 · 28 voices · 11 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law #Explainable Artificial Intelligence (XAI)
- The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
2025/06/05 by Nikhil Kandpal, Brian Lester, Kandpal, Nikhil +51 · 20 voices · 9 citations
Computer Science · Medicine · #Topic Modeling #Hate Speech and Cyberbullying Detection #Artificial Intelligence in Healthcare and Education
- Stealing Part of a Production Language Model
2024/03/11 by Nicholas Carlini, Daniel Paleka, Carlini, Nicholas +26 · 11 voices · 28 citations
Computer Science · #Natural Language Processing Techniques #cs.CR
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Cooper, A. Feder, Christopher A. Choquette-Choo +75 · 5 voices · 9 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
2025/02/01 by Hanna Wallach, Meera Desai, Wallach, Hanna +37 · 3 voices · 17 citations
#cs.CY
- Evaluating Generative AI Systems is a Social Science Measurement Challenge
2024/11/17 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 10 citations
Social Sciences · #Computational and Text Analysis Methods #cs.CY
- The Files are in the Computer: On Copyright, Memorization, and Generative AI
2024/04/19 by A. Feder Cooper, James Grimmelmann, Cooper, A. Feder +1 · 6 voices · 5 citations
#cs.CY
- Talkin' 'Bout AI Generation: Copyright and the Generative-AI Supply Chain
2023/09/15 by Katherine Lee, A. Feder Cooper, Lee, Katherine +3 · 3 voices · 5 citations
Computer Science · Social Sciences · Economics, Econometrics and Finance · #Law, AI, and Intellectual Property #Ethics and Social Impacts of AI #Digital Transformation in Law
- CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images
2023/10/25 by Aaron Gokaslan, Gokaslan, Aaron, A. Feder Cooper +15 · 2 voices · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.CV #cs.CY
- Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
2023/01/27 by A. Feder Cooper, Cooper, A. Feder, Lee, Katherine +10 · 4 citations
Social Sciences · #Ethics and Social Impacts of AI
- Rethinking VLMs and LLMs for Image Classification
2024/10/03 by A. Feder Cooper, Cooper, Avi, Kato, Keizo +17 · 4 citations
Computer Science · #Neural Networks and Applications #Advanced Computational Techniques and Applications
- A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
2024/12/02 by Alexandra Chouldechova, Chouldechova, Alexandra, Chad Atalla +25 · 1 voice · 2 citations
Computer Science · Engineering · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Technology Assessment and Management #cs.CY
- Exploring the limits of strong membership inference attacks on large language models
2025/05/24 by Jamie Hayes, Ilia Shumailov, Hayes, Jamie +29 · 2 voices · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CR #cs.LG
- Talkin’ ‘Bout AI Generation: Copyright and the Generative AI Supply Chain
2023/01/01 by Katherine Lee, A. Feder Cooper, James Grimmelmann · 1 voice · 1 citation
Business, Management and Accounting · Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FinTech, Crowdfunding, Digital Finance #Law, AI, and Intellectual Property
- On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI
2024/02/07 by Daniel McDuff, McDuff, Daniel, Tim Korjakow +21 · 1 citation
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Digital Transformation in Law #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Probabilistic "Copies" in Generative AI Models
2026/07/16 by Mark A. Lemley, A. Feder Cooper
#cs.CY