Towards edge-collaborative, lightweight and privacy-preserving classification framework

Towards edge-collaborative, lightweight and privacy-preserving classification framework

Aiming at the problems of data leakage of perceptual image and computational inefficiency of privacy-preserving classification framework in edge-side computing environment, a lightweight and privacy-preserving classification framework (PPCF) was proposed to supports encryption feature extraction and...

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Bibliographic Details
Main Authors: Jinbo XIONG, Yongjie ZHOU, Renwan BI, Liang WAN, Youliang TIAN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-01-01
Series:Tongxin xuebao
Subjects:
edge-collaborative
privacy-preserving object classification
additive secret sharing
deep neural network
se-cure computing protocol
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022004/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022004/

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