Color Image Encryption Algorithm Based on Hyper-Chaos and DNA Computing

被引:37
|
作者
Malik, M. G. Abbas [1 ]
Bashir, Zia [2 ]
Iqbal, Nadeem [3 ,4 ]
Imtiaz, Md Athar [5 ]
机构
[1] Universal Coll Learning, Sch Business & ICT, Palmerston North 4442, New Zealand
[2] Quaid I Azam Univ, Dept Math, Islamabad 45320, Pakistan
[3] NCBA&E, Dept Comp Sci, Lahore 54660, Pakistan
[4] Imperial Coll Business Studies, Sch Comp & Informat Sci, Lahore 53720, Pakistan
[5] Massey Univ, Sch Fundamental Sci, Palmerston North 4442, New Zealand
关键词
Image processing; chaos; encryption; decryption; DNA computing; PERMUTATION-DIFFUSION; SEQUENCE OPERATION; SCHEME; SYSTEM; CRYPTANALYSIS; SECURE; LORENZ; MAP;
D O I
10.1109/ACCESS.2020.2990170
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, a novel technique using a hyper chaotic dynamical system and DNA computing has been designed with high plaintext sensitivity. In order to reduce cost, a selection procedure using tent map has been employed for generating different key streams from the same chaotic data obtained from the iterations of chaotic dynamical system. After separating the three channels from the input color image, they are both confused and diffused. First of all, these channels are diffused on a decimal level. Then they are permuted. Further, DNA encoding is performed upon these channels. Moreover, DNA level diffusion is performed to further increase the degree of randomness in the image. Lastly, the DNA encoded image is converted into decimal to get the final cipher image. Both the experimental results and security analysis strongly demonstrate the robustness of the proposed scheme. A comparison of the proposed scheme has also been made with other recently developed schemes to show that this scheme outperforms the others in terms of computational cost, time and memory efficiency. Additionally, with the large key space, the proposed scheme can resist any brute force, plaintext and statistical attacks, therefore it is a good fit for the real world applications of the image security.
引用
收藏
页码:88093 / 88107
页数:15
相关论文
共 50 条
  • [1] An image encryption algorithm based on hyper-chaos and DNA sequence
    Huang, Xiaoling
    Ye, Guodong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 72 (01) : 57 - 70
  • [2] A Color Image Encryption Using Dynamic DNA and 4-D Memristive Hyper-Chaos
    Liu, Zhentao
    Wu, Chunxiao
    Wang, Jun
    Hu, Yuhen
    IEEE ACCESS, 2019, 7 : 78367 - 78378
  • [3] Improvement of an image encryption algorithm based on hyper-chaos
    Houcemeddine Hermassi
    Rhouma Rhouma
    Safya Belghith
    Telecommunication Systems, 2013, 52 : 539 - 549
  • [4] Improvement of an image encryption algorithm based on hyper-chaos
    Hermassi, Houcemeddine
    Rhouma, Rhouma
    Belghith, Safya
    TELECOMMUNICATION SYSTEMS, 2013, 52 (02) : 539 - 549
  • [5] Cryptanalysis of a new image encryption algorithm based on hyper-chaos
    Rhouma, Rhouma
    Belghith, Safya
    PHYSICS LETTERS A, 2008, 372 (38) : 5973 - 5978
  • [6] The image encryption algorithm based on chaos and DNA computing
    Zhang, Yong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (16) : 21589 - 21615
  • [7] A Tweak-Cube Color Image Encryption Scheme Jointly Manipulated by Chaos and Hyper-Chaos
    Huang, Li-Lian
    Wang, Shi-Ming
    Xiang, Jian-Hong
    APPLIED SCIENCES-BASEL, 2019, 9 (22):
  • [8] Optical image encryption algorithm based on hyper-chaos and public-key cryptography
    Liu, Yujia
    Jiang, Zhaoguo
    Xu, Xiping
    Zhang, Fuqi
    Xu, Jiahong
    OPTICS AND LASER TECHNOLOGY, 2020, 127
  • [9] Chosen Plaintext Attacking on a Hyper-chaos Image Encryption Algorithm
    Yin Yan-Qing
    Long Zhuo-Min
    2013 IEEE 4TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC), 2014, : 144 - 147
  • [10] A color image cryptosystem based on dynamic DNA encryption and chaos
    Chai, Xiuli
    Fu, Xianglong
    Gan, Zhihua
    Lu, Yang
    Chen, Yiran
    SIGNAL PROCESSING, 2019, 155 : 44 - 62