Sparse Representation Based Private Face Recognition in the Cloud

Authors

Liu Yan, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;2.Xidian University, Xi'an 710071, China;
Jin Xin, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;
Zhao Geng, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;
Xiaodong Li, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;
Yingya Chen, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;
Guo Kui, 1.Beijing Electronic Science and Technology Institute, Beijing 100070, China;;

Abstract

Abstract: In order to protect user privacy, identification computing of user facial image data in the cloud was accomplished, the sparse representation based private face recognition method in the cloud was proposed. Terminal users collected face images and compared with face images in cloud database and then determined whether faces the terminal acquired belonged to the cloud face database, but both could not achieve each other's face image content. The method processed face images in database and cloud into sparse representation via a third-party terminal, then using Paillier and oblivious transfer homomorphic encryption algorithm to contrast sparse representation coefficient vector of faces in terminal and cloud secretly, returning message that match or not. The innovation of this method is to apply homomorphic encryption and oblivious transfer into sparse representation face recognition, so that the private face recognition in the cloud can be achieved.

Recommended Citation

Yan, Liu; Xin, Jin; Geng, Zhao; Li, Xiaodong; Chen, Yingya; and Kui, Guo (2020) "Sparse Representation Based Private Face Recognition in the Cloud," Journal of System Simulation: Vol. 27: Iss. 10, Article 10.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss10/10

First Page

2291

Revised Date

2015-07-23

DOI Link

https://doi.org/

Last Page

2298

CLC

TP37

Recommended Citation

Liu Yan, Jin Xin, Zhao Geng, Li Xiaodong, Chen Yingya, Guo Kui. Sparse Representation Based Private Face Recognition in the Cloud[J]. Journal of System Simulation, 2015, 27(10): 2291-2298.