Survey of research on efficient secure inference for deep learning

Secure inference in deep learning with homomorphic encryption and secure multi-party computation has brought substantial computational and communication overhead. To address this challenge, a systematic review of existing research on accelerating secure inference was provided. First, a comprehensive...

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Bibliographic Details
Main Authors: HU Peng, SUN Lei, HU Cuiyun, GUO Song, WANG Jingwen, WANG Zhihong, YAO Jingyi
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-05-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2025086
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