Image Encryption Using a Spectrally Efficient Halton Logistics Tent (HaLT) Map and DNA Encoding for Secured Image Communication

被引:3
作者
Patel, Sakshi [1 ]
Veeramalai, Thanikaiselvan [1 ]
机构
[1] Vellore Inst Technol VIT, Sch Elect Engn, Vellore 632014, Tamil Nadu, India
关键词
Halton sequence; chaotic maps; 5D hyper-chaotic system; DNA computation; Lyapunov exponent spectrum; spectral entropy; image encryption; SEMI-TENSOR PRODUCT; HYPERCHAOTIC ATTRACTORS; LYAPUNOV EXPONENTS; ALGORITHM; MATRIX; CHAOS; PERMUTATION; NETWORKS;
D O I
10.3390/e24060803
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
With the advancement of technology worldwide, security is essential for online information and data. This research work proposes a novel image encryption method based on combined chaotic maps, Halton sequence, five-dimension (5D) Hyper-Chaotic System and Deoxyribonucleic Acid (DNA) encoding. Halton sequence is a known low-discrepancy sequence having uniform distribution in space for application in numerical methods. In the proposed work, we derived a new chaotic map (HaLT map) by combining chaotic maps and Halton sequence to scramble images for cryptography applications. First level scrambling was done by using the HaLT map along with a modified quantization unit. In addition, the scrambled image underwent inter- and intra-bit scrambling for enhanced security. Hash values of the original and scrambled image were used for initial conditions to generate a 5D hyper-chaotic map. Since a 5D chaotic map has complex dynamic behavior, it could be used to generate random sequences for image diffusion. Further, DNA level permutation and pixel diffusion was applied. Seven DNA operators, i.e., ADD, SUB, MUL, XOR, XNOR, Right-Shift and Left-Shift, were used for pixel diffusion. The simulation results showed that the proposed image encryption method was fast and provided better encryption compared to 'state of the art' techniques. Furthermore, it resisted various attacks.
引用
收藏
页数:31
相关论文
共 57 条
[31]   EQUATION FOR HYPERCHAOS [J].
ROSSLER, OE .
PHYSICS LETTERS A, 1979, 71 (2-3) :155-157
[32]  
SIPI, IMAGE DATABASE MISC
[33]  
Stallings W., 2010, Cryptography and Network Security: Principles and Practice
[34]   A novel image encryption algorithm using PWLCM map-based CML chaotic system and dynamic DNA encryption [J].
Tian, Junfeng ;
Lu, Yi ;
Zuo, Xianyu ;
Liu, Yang ;
Qiao, Baojun ;
Fan, Minghu ;
Ge, Qiang ;
Fan, Sujuan .
MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (21-23) :32841-32861
[35]   A joint image lossless compression and encryption method based on chaotic map [J].
Tong, Xiao-Jun ;
Chen, Penghui ;
Zhang, Miao .
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (12) :13995-14020
[36]   A novel chaotic image encryption scheme using DNA sequence operations [J].
Wang, Xing-Yuan ;
Zhang, Ying-Qian ;
Bao, Xue-Mei .
OPTICS AND LASERS IN ENGINEERING, 2015, 73 :53-61
[37]   A chaotic image encryption algorithm based on perceptron model [J].
Wang, Xing-Yuan ;
Yang, Lei ;
Liu, Rong ;
Kadir, Abdurahman .
NONLINEAR DYNAMICS, 2010, 62 (03) :615-621
[38]   A New Full Chaos Coupled Mapping Lattice and Its Application in Privacy Image Encryption [J].
Wang, Xingyuan ;
Liu, Pengbo .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022, 69 (03) :1291-1301
[39]   A novel triple-image encryption and hiding algorithm based on chaos, compressive sensing and 3D DCT [J].
Wang, Xingyuan ;
Liu, Cheng ;
Jiang, Donghua .
INFORMATION SCIENCES, 2021, 574 :505-527
[40]   A privacy image encryption algorithm based on piecewise coupled map lattice with multi dynamic coupling coefficient [J].
Wang, Xingyuan ;
Yang, Jingjing .
INFORMATION SCIENCES, 2021, 569 :217-240