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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:104/0  |  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