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A Review of Compressive Sensing in Information Security Field
YUSHU ZHANG1,2,4; LEO YU ZHANG2,4; JIANTAO ZHOU2; LICHENG LIU3; FEI CHEN4; XING HE1
2016-05-19
Source PublicationIEEE Access
ISSN2169-3536
Volume4Pages:2507 - 2519
Abstract

The applications of compressive sensing (CS) in the field of information security have captured a great deal of researchers’ attention in the past decade. To supply guidance for researchers from a comprehensive perspective, this paper, for the first time, reviews CS in information security field from two aspects: theoretical security and application security. Moreover, the CS applied in image cipher is one of the most widespread applications, as its characteristics of dimensional reduction and random projection can be utilized and integrated into image cryptosystems, which can achieve simultaneous compression and encryption of an image or multiple images. With respect to this application, the basic framework designs and the corresponding analyses are investigated. Specifically, the investigation proceeds from three aspects, namely, image ciphers based on chaos and CS, image ciphers based on optics and CS, and image ciphers based on chaos, optics, and CS. A total of six frameworks are put forward. Meanwhile, their analyses in terms of security, advantages, disadvantages, and so on are presented. At last, we attempt to indicate some other possible application research topics in future

KeywordCompressive Sensing Theoretical Security Application Security Image Cipher Chaos Optics
DOIhttp://doi.org/10.1109/ACCESS.2016.2569421
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000379759300005
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Cited Times [WOS]:83   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorFEI CHEN
Affiliation1.Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, School of Electronics and Information Engineering, Southwest University, Chongqing 400715, China
2.Department of Computer and Information Science, University of Macau, Macau 999078, China
3.College of Electrical and Information Engineering, Hunan University, Changsha 410082, China
4.College of Computer Science and Engineering, Shenzhen University, Shenzhen 518060, China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
YUSHU ZHANG,LEO YU ZHANG,JIANTAO ZHOU,et al. A Review of Compressive Sensing in Information Security Field[J]. IEEE Access,2016,4:2507 - 2519.
APA YUSHU ZHANG,LEO YU ZHANG,JIANTAO ZHOU,LICHENG LIU,FEI CHEN,&XING HE.(2016).A Review of Compressive Sensing in Information Security Field.IEEE Access,4,2507 - 2519.
MLA YUSHU ZHANG,et al."A Review of Compressive Sensing in Information Security Field".IEEE Access 4(2016):2507 - 2519.
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