Goten: GPU-outsourcing trusted execution of neural network training

Goten: GPU-outsourcing trusted execution of neural network training

Deep learning unlocks applications with societal impacts, e.g., detecting child exploitation imagery and genomic analy sis of rare diseases. Deployment, however, needs compliance with stringent privacy regulations. Training algorithms that preserve the privacy of training data are in pressing nee...

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Bibliographic Details
Main Authors: Ng, Lucian K. L., Chow, Sherman S. M., Woo, Anna P. Y, Wong, Donald, P. H., Zhao, Yongjun
Other Authors: Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)
Format: Conference Paper
Language:English
Published: 2022
Subjects:
Engineering::Computer science and engineering
Neural Network
GPU-Outsourcing
Online Access:https://hdl.handle.net/10356/157152
https://ojs.aaai.org/index.php/AAAI/issue/archive

Internet

https://hdl.handle.net/10356/157152
https://ojs.aaai.org/index.php/AAAI/issue/archive

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