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Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
Nikhil Kandpal,Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran,Tenghao Huang,Haokun Liu, Colin Raffel
CoRR (2023): 15708-15719
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User Inference Attacks on Large Language Models
Nikhil Kandpal, Krishna Pillutla,Alina Oprea,Peter Kairouz, Christopher A. Choquette-Choo,Zheng Xu
CoRR (2023)
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Deduplicating Training Data Mitigates Privacy Risks
Nikhil Kandpal, Eric Wallace, Colin Raffel
ICML 2022 (2022)
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Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal, Haikang Deng, Adam Roberts,Eric Wallace, Colin Raffel
arxiv（2022）
引用48浏览0EI引用
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Universal Adversarial Triggers for Attacking and Analyzing NLP WARNING: This paper contains model outputs which are offensive in nature
Eric Wallace,Shi Feng,Nikhil Kandpal,Matt Gardner,Sameer Singh
2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019): PROCEEDINGS OF THE CONFERENCEpp.2153-2162, (2019)
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