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

被引:36
|
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
  • [21] A Chaos-based Color Image Encryption Algorithm
    Yu, Gan
    Shen, Yongjun
    Zhang, Guidong
    Yang, Yanhua
    2013 SIXTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2013, : 92 - 95
  • [22] Cryptanalysis of a color image encryption algorithm based on chaos
    Tu, Guangyou
    Liao, Xiaofeng
    Xiang, Tao
    OPTIK, 2013, 124 (22): : 5411 - 5415
  • [23] Hyper-Chaos Encryption Application in Intelligent Home System
    Jia, Hang-Hui
    Ren, Hai-Peng
    Bai, Chao
    Li, Jie
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES FOR SMART NATION (SMARTTECHCON), 2017, : 1004 - 1009
  • [24] A secure image encryption-sharing based on different diffusion intensities by hyper-chaos according to image features
    Gao, Hang
    Zheng, Gaopeng
    Gao, Tiegang
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (11) : 8119 - 8130
  • [25] Image Encryption based on Quantum-CNN Hyper-chaos System and Anamorphic Fractional Fourier Transform
    Li, Jinqing
    Di, Xiaoqiang
    Liu, Xingchen
    Chen, Xiaodong
    2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,
  • [26] Cryptanalysis of a DNA and chaos based image encryption algorithm
    Dou, Yuqiang
    Liu, Xiumin
    Fan, Haiju
    Li, Ming
    OPTIK, 2017, 145 : 456 - 464
  • [27] A Self-adaptive Image Cryptosystem Based on Hyper-chaos
    Wang Jing
    Wang Ya-Qi
    Zhang Zhen
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 2385 - 2390
  • [28] A Novel Color Image Encryption based on Chaos and DNA Mutation
    Sun, Mingliang
    Yuan, Jie
    Li, Xiaoyong
    Liu, Dongxiao
    Wei, Xinghai
    2024 9TH INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, ICSIP, 2024, : 717 - 725
  • [29] 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
  • [30] Image Compression-Encryption Scheme Based on 2D DWT, SPIHT and Qi Hyper-chaos
    Lisungu, Tresor Oteko
    Sumbwanyambe, Mbuyu
    2019 SOUTHERN AFRICAN UNIVERSITIES POWER ENGINEERING CONFERENCE/ROBOTICS AND MECHATRONICS/PATTERN RECOGNITION ASSOCIATION OF SOUTH AFRICA (SAUPEC/ROBMECH/PRASA), 2019, : 177 - 182