Light weighted privacy protection ViT inference framework based on secret sharing

The ViT (vision transformer) inference framework, which was widely used in image processing, was found to have a risk of leaking user privacy data. However, existing privacy protection inference frameworks had problems such as low computational efficiency and high online communication volume. To add...

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Bibliographic Details

Published in:	Tongxin xuebao
Main Authors:	MA Min, FU Yu, HUANG Kai, JIA Xiaofeng
Format:	Article
Language:	Chinese
Published:	Editorial Department of Journal on Communications 2024-04-01
Subjects:	privacy protection;secret sharing;image classification;secure computing protocol
Online Access:	http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2024025