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Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
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Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds Journal article
IEEE Transactions on Big Data, 2021,Volume: 7,Issue: 4,Page: 717-728
Authors:  Yushu Zhang;  Jiantao Zhou;  Yong Xiang;  Leo Yu Zhang;  Fei Chen;  Shaoning Pang;  Xiaofeng Liao
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Parallel Compressive Sensing  Sparse Robustness Decoding Service  Packet-loss  Cloud Computing  
A survey of orthogonal moments for image representation: Theory, implementation, and evaluation Journal article
ACM Computing Surveys, 2021,Volume: 55,Issue: 1,Page: 1-35
Authors:  Shuren Qi;  Yushu Zhang;  Chao Wang;  Jiantao Zhou;  Xiaochun Cao
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Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising Journal article
IEEE Transactions on Dependable and Secure Computing, 2021,Volume: 18,Issue: 3,Page: 1261-1275
Authors:  Zheng, Yifeng;  Duan, Huayi;  Tang, Xiaoting;  Wang, Cong;  Zhou, Jiantao
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Cloud Computing  Deep Neural Networks  Image Denoising  Privacy Preservation  
Efficiently and securely outsourcing compressed sensing reconstruction to a cloud Journal article
Information Sciences, 2019,Volume: 496,Page: 150-160
Authors:  Yushu Zhang;  Yong Xiang;  Leo Yu Zhang;  Lu-Xing Yang;  Jiantao Zhou
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Asymmetric Verification  Cloud Computing  Compressed Sensing  Compressed Sensing Reconstruction Outsourcing  
Secure and Verifiable Outsourcing of Large-scale Nonnegative Matrix Factorization (NMF) Journal article
IEEE Transactions on Services Computing, 2019,Volume: 14,Issue: 6,Page: 1940-1953
Authors:  Jia Duan;  Jiantao Zhou;  Yuanman Li
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Toward Secure Image Denoising: A Machine Learning Based Realization Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, AB, Canada, 15-20 April 2018
Authors:  Yifeng Zheng;  Cong Wang;  Jiantao Zhou
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Cloud Computing  Image Denoising  Machine Learning  Neural Network  Privacy  
Robust privacy-Preserving image sharing over online social networks (OSNs) Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2018,Volume: 14,Issue: 1
Authors:  Weiwei Sun;  JIANTAO ZHOU;  SHUYUAN ZHU;  YUAN YAN TANG
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Image Sharing  Jpeg  Online Social Networks  Privacy-preserving  
Improved known-plaintext attack to permutation-only multimedia ciphers Journal article
INFORMATION SCIENCES, 2017,Volume: 430,Page: 228-239
Authors:  Leo Yu Zhang;  Yuansheng Liu;  Cong Wang;  Jiantao Zhou;  Yushu Zhang;  Guanrong Chen
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Cryptanalysis  Known-plaintext Attack (Kpa)  Multimedia Encryption  Permutation  Transposition  
Investigation of Advanced Technologies for Multimedia Signal Processing over Encrypted Domain Project
项目类型: MYRG, 项目编号: MYRG2014-00031-FST, 2017-
Authors:  SENGFONG
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