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
  • [41] Toward robust image encryption based on chaos theory and DNA computing
    Asghar, Usman
    Yousaf, Shahzad
    Fatima, Areej
    Saleem, Muhammad
    Raza, Muhammad Ahsan
    Ghazal, Taher M.
    INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2024, 11 (06): : 128 - 138
  • [42] Color Image Encryption Algorithm Based on Dynamic Chaos and Matrix Convolution
    Hu, Xiancheng
    Wei, Liansuo
    Chen, Wei
    Chen, Qiqi
    Guo, Yuan
    IEEE ACCESS, 2020, 8 : 12452 - 12466
  • [43] Color image encryption algorithm based on the position index and chaos theory
    Wu, Tong
    Xie, Shu-Cui
    Zhang, Jian-Zhong
    Zhao, Hong-Xiang
    JOURNAL OF ELECTRONIC IMAGING, 2019, 28 (05)
  • [44] The Color Image Encryption Technology Based on DNA Encoding & Sine Chaos
    Awdun, Buhalqam
    Li, Guodong
    2016 INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE), 2016, : 539 - 544
  • [45] Maximization of degree of hyper-chaos of Lorenz hyper-chaotic system and its use for more secure image encryption
    Sahoo, Shilalipi
    Gebereselassie, Samuel Amde
    Nathasarma, Rahash
    Roy, Binoy Krishna
    IFAC PAPERSONLINE, 2024, 57 : 220 - 225
  • [46] A novel color image encryption algorithm based on DNA sequence operation and hyper-chaotic system
    Wei, Xiaopeng
    Guo, Ling
    Zhang, Qiang
    Zhang, Jianxin
    Lian, Shiguo
    JOURNAL OF SYSTEMS AND SOFTWARE, 2012, 85 (02) : 290 - 299
  • [47] Hyper-chaos encryption using convolutional masking and model free unmasking
    齐国元
    Sandra Bazebo Matondo
    Chinese Physics B, 2014, 23 (05) : 165 - 170
  • [48] Hyper-chaos encryption using convolutional masking and model free unmasking
    Qi Guo-Yuan
    Matondo, Sandra Bazebo
    CHINESE PHYSICS B, 2014, 23 (05)
  • [49] An Image Encryption Algorithm Based on Chaos
    Jin, Yong-Xian
    Guan, Yi-Sheng
    Zheng, Lin
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 3, 2011, 106 : 493 - 497
  • [50] Physical layer encryption scheme based on cellular automata and DNA encoding by hyper-chaos in a CO-OFDM system
    Liu, Le
    Tang, Xianfeng
    Jiang, Xin
    Xu, Zeyu
    Li, Fan
    Li, Zibin
    Huang, Hongbing
    Ni, Pengcheng
    Chen, Longyong
    Xi, Lixia
    Zhang, Xiaoguang
    OPTICS EXPRESS, 2021, 29 (12): : 18976 - 18987