Compressive sensing based robust multispectral double-image encryption

被引:52
作者
Rawat, Nitin [1 ]
Kim, Byoungho [2 ]
Muniraj, Inbarasan [3 ]
Situ, G. [4 ]
Lee, Byung-Geun [1 ]
机构
[1] Gwangju Inst Sci & Technol, Sch Math, Kwangju 500712, South Korea
[2] Broadcom Corp, Irvine, CA 92617 USA
[3] Univ Coll Dublin, Sch Elect Elect & Commun Engn, Dublin, Ireland
[4] Chinese Acad Sci, Shanghai Inst Opt & Fine Mech, Shanghai 201800, Peoples R China
关键词
CHOSEN-PLAINTEXT ATTACK; RANDOM-PHASE ENCRYPTION; TRANSFORM; RECONSTRUCTION; SYSTEM;
D O I
10.1364/AO.54.001782
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We demonstrate a multispectral double-image-based cryptosystem that exploits only a tiny number of random white noise samples for proper decryption. Primarily, one of the two downsampled images is converted into the phase function after being shuffled by Arnold transform (AT), while the other image is modulated as an amplitude-based image after AT. Consecutively, a full double-image encryption can be achieved by employing classical double random phase encryption (DRPE) technique in the fractional Fourier transform domain with corresponding fractional orders. In this study, the encrypted complex data is randomly sampled via compressive sensing (CS) framework by which only 25% of the sparse white noise samples are being reserved to realize decryption with zero or small errors. As a consequence, together with correct phase keys, fractional orders and proper inverse AT operators, lp minimization must be utilized to decrypt the original information. Thus, in addition to the perfect image reconstruction, the proposed cryptosystem provides an additional layer of security to the conventional DRPE system. Both the mathematical and numerical simulations were carried out to verify the feasibility as well as the robustness of the proposed system. The simulation results are presented in order to demonstrate the effectiveness of the proposed system. To the best of our knowledge, this is the first report on integrating CS with encrypted complex samples for information security. (C) 2015 Optical Society of America
引用
收藏
页码:1782 / 1793
页数:12
相关论文
共 58 条
[11]   Single-pixel imaging via compressive sampling [J].
Duarte, Marco F. ;
Davenport, Mark A. ;
Takhar, Dharmpal ;
Laska, Jason N. ;
Sun, Ting ;
Kelly, Kevin F. ;
Baraniuk, Richard G. .
IEEE SIGNAL PROCESSING MAGAZINE, 2008, 25 (02) :83-91
[12]   PERIOD OF A DISCRETE CAT MAPPING [J].
DYSON, FJ ;
FALK, H .
AMERICAN MATHEMATICAL MONTHLY, 1992, 99 (07) :603-614
[13]  
Frauel Yann, 2005, Proceedings of the SPIE - The International Society for Optical Engineering, V5986, P598603, DOI 10.1117/12.633677
[14]   Resistance of the double random phase encryption against various attacks [J].
Frauel, Yann ;
Castro, Albertina ;
Naughton, Thomas J. ;
Javidi, Bahram .
OPTICS EXPRESS, 2007, 15 (16) :10253-10265
[15]   Security enhanced optical encryption system by random phase key and permutation key [J].
He, Mingzhao ;
Tan, Qiaofeng ;
Cao, Liangcai ;
He, Qingsheng ;
Jin, Guofan .
OPTICS EXPRESS, 2009, 17 (25) :22462-22473
[16]   Optical image encryption by random shifting in fractional Fourier domains [J].
Hennelly, B ;
Sheridan, JT .
OPTICS LETTERS, 2003, 28 (04) :269-271
[17]   An optical image cryptosystem based on Hartley transform in the Fresnel transform domain [J].
Hwang, Hone-Ene .
OPTICS COMMUNICATIONS, 2011, 284 (13) :3243-3247
[18]  
JAVIDI B, 1994, OPT ENG, V33, P1752, DOI 10.1117/12.170736
[19]   Color image encryption and decryption using fractional Fourier transform [J].
Joshi, Madhusudan ;
Chandrashakher ;
Singh, Kehar .
OPTICS COMMUNICATIONS, 2007, 279 (01) :35-42
[20]   Double-image encryption by using chaos-based local pixel scrambling technique and gyrator transform [J].
Li, Huijuan ;
Wang, Yurong ;
Yan, Haitao ;
Li, Liben ;
Li, Qiuze ;
Zhao, Xiaoyan .
OPTICS AND LASERS IN ENGINEERING, 2013, 51 (12) :1327-1331