IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning from Differentially Private Neural Activations with Edge Computing

2018 IEEE/ACM Symposium on Edge Computing (SEC)

Author(s): Yunlong Mao ; Shanhe Yi ; Qun Li ; Jinghao Feng ; Fengyuan Xu ; Sheng Zhong
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Seattle, WA, USA, USA
Conference Date: 25 October 2018
Page(s): 90 - 102
ISBN (Electronic): 978-1-5386-9445-9
DOI: 10.1109/SEC.2018.00014
Regular:

Deep convolutional neural networks (DNNs) have brought significant performance improvements to face recognition. However the training can hardly be carried out on mobile devices because the... View More

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