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Nikhil Kandpal
Nikhil Kandpal
Computer Science Ph.D. Candidate, University of Toronto
在 cs.toronto.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Universal adversarial triggers for attacking and analyzing NLP
E Wallace, S Feng, N Kandpal, M Gardner, S Singh
arXiv preprint arXiv:1908.07125, 2019
7032019
Large language models struggle to learn long-tail knowledge
N Kandpal, H Deng, A Roberts, E Wallace, C Raffel
International Conference on Machine Learning, 15696-15707, 2023
1172023
Deduplicating training data mitigates privacy risks in language models
N Kandpal, E Wallace, C Raffel
International Conference on Machine Learning, 10697-10707, 2022
1172022
Backdoor attacks for in-context learning with language models
N Kandpal, M Jagielski, F Tramèr, N Carlini
arXiv preprint arXiv:2307.14692, 2023
272023
Music enhancement via image translation and vocoding
N Kandpal, O Nieto, Z Jin
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
122022
User inference attacks on large language models
N Kandpal, K Pillutla, A Oprea, P Kairouz, CA Choquette-Choo, Z Xu
arXiv preprint arXiv:2310.09266, 2023
42023
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
N Kandpal, B Lester, M Muqeeth, A Mascarenhas, M Evans, V Baskaran, ...
arXiv preprint arXiv:2306.04529, 2023
32023
User Inference Attacks on LLMs
N Kandpal, K Pillutla, A Oprea, P Kairouz, C Choquette-Choo, Z Xu
Socially Responsible Language Modelling Research, 2023
2023
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