GPU-based Private Information Retrieval for On-Device Machine Learning Inference

The authors propose a system for efficiently and privately serving embeddings for on-device ML applications.

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Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, Edward Suh (2024). Dataset: GPU-based Private Information Retrieval for On-Device Machine Learning Inference. https://doi.org/10.57702/r03aowqc

DOI retrieved: December 16, 2024

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2301.10904
Author Maximilian Lam
More Authors
Jeff Johnson
Wenjie Xiong
Kiwan Maeng
Udit Gupta
Minsoo Rhu
Hsien-Hsin S. Lee
Vijay Janapa Reddi
Gu-Yeon Wei
David Brooks
Edward Suh