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Nikhil Kandpal
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7
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
14 January 2025 by
Fengyuan Liu
and
others
Machine Learning
User Inference Attacks on Large Language Models
23 February 2024 by
Nikhil Kandpal
and
others
at
Northeastern University
Cryptography and Security
,
Computation and Language
Backdoor Attacks for In-Context Learning with Language Models
27 July 2023 by
Nikhil Kandpal
and
others
Cryptography and Security
Large Language Models Struggle to Learn Long-Tail Knowledge
27 July 2023 by
Nikhil Kandpal
and
others
Computation and Language
,
Machine Learning
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
7 June 2023 by
Nikhil Kandpal
and
others
Machine Learning
,
Software Engineering
Music Enhancement via Image Translation and Vocoding
28 April 2022 by
Nikhil Kandpal
and
others
Sound
,
Machine Learning
Deduplicating Training Data Mitigates Privacy Risks in Language Models
16 February 2022 by
Nikhil Kandpal
and
others
Cryptography and Security
,
Computation and Language
Universal Adversarial Triggers for Attacking and Analyzing NLP
29 August 2019 by
Eric Wallace
and
others
Computation and Language
,
Machine Learning
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Machine Learning
Computation and Language
Cryptography and Security
Software Engineering
Sound
Audio and Speech Processing