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Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载:75/0  |  提交时间:2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
作者:  Bai, Yanan;  Liu, Quanliang;  Wu, Wenyuan;  Feng, Yong
收藏  |  浏览/下载:59/0  |  提交时间:2022/08/22
privacy-preserving  convolutional neural network  homomorphic encryption  GPU computation  deep learning  cloud computing  
seIMC: A GSW-Based Secure and Efficient Integer Matrix Computation Scheme With Implementation 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 98383-98394
作者:  Bai, Yanan;  Shi, Xiaoyu;  Wu, Wenyuan;  Chen, Jingwei;  Feng, Yong
收藏  |  浏览/下载:105/0  |  提交时间:2020/08/24
Encryption  Data privacy  Cloud computing  Lattices  Machine learning  Computational efficiency  Homomorphic encryption  matrix computation  machine learning  GSW encryption scheme  big data  privacy protection  
A multi-key SMC protocol and multi-key FHE based on some-are-errorless LWE 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 5, 页码: 1735-1744
作者:  Wang, Huiyong;  Feng, Yong;  Ding, Yong;  Tang, Shijie
Adobe PDF(545Kb)  |  收藏  |  浏览/下载:153/0  |  提交时间:2019/03/25
LWE  FHE  Key homomorphism  SMC  
Faster binary arithmetic operations on encrypted integers 会议论文
2017 7th International Workshop on Computer Science and Engineering, WCSE 2017, No. 38 A, Xueqing Road, Haidian District, Beijing, China, June 25, 2017 - June 27, 2017
作者:  Chen, Jingwei;  Feng, Yong;  Liu, Yang;  Wu, Wenyuan
收藏  |  浏览/下载:102/0  |  提交时间:2018/03/16
Homomorphically encrypted arithmetic operations over the integer ring 会议论文
12th International Conference on Information Security Practice and Experience, ISPEC 2016, Zhangjiajie, China, November 16, 2016 - November 18, 2016
作者:  Xu, Chen;  Chen, Jingwei;  Wu, Wenyuan;  Feng, Yong
Adobe PDF(349Kb)  |  收藏  |  浏览/下载:123/0  |  提交时间:2018/03/16