Chaos-based image encryption using a hybrid genetic algorithm and a DNA sequence

被引：326
作者：
Enayatifar, Rasul [1 ]
Abdullah, Abdul Hanan [1 ]
Isnin, Ismail Fauzi [1 ]
机构：
[1] Univ Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
来源：
OPTICS AND LASERS IN ENGINEERING | 2014年 / 56卷
关键词：
Image encryption; Genetic algorithm (GA); Deoxyribonucleic acid (DNA); Logistic map function; FRACTIONAL FOURIER-TRANSFORM; FIN HEAT-EXCHANGERS; GYRATOR TRANSFORM; OPTIMIZATION; OPERATION; DESIGN; SELECTION;
D O I：
10.1016/j.optlaseng.2013.12.003
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
The paper studies a recently developed evolutionary-based image encryption algorithm. A novel image encryption algorithm based on a hybrid model of deoxyribonucleic acid (DNA) masking, a genetic algorithm (GA) and a logistic map is proposed. This study uses DNA and logistic map functions to create the number of initial DNA masks and applies GA to determine the best mask for encryption. The significant advantage of this approach is improving the quality of DNA masks to obtain the best mask that is compatible with plain images. The experimental results and computer simulations both confirm that the proposed scheme not only demonstrates excellent encryption but also resists various typical attacks. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码：83 / 93
页数：11
相关论文
共 60 条
  • [1] A hybrid genetic algorithm and chaotic function model for image encryption
    Abdullah, Abdul Hanan
    Enayatifar, Rasul
    Lee, Malrey
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2012, 66 (10) : 806 - 816
  • [2] Acharya AK, 2011, P INT C COMM NY US, P577
  • [3] A new grouping genetic algorithm for clustering problems
    Agustin-Blas, L. E.
    Salcedo-Sanz, S.
    Jimenez-Fernandez, S.
    Carro-Calvo, L.
    Del Ser, J.
    Portilla-Figueras, J. A.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (10) : 9695 - 9703
  • [4] An authenticated image encryption scheme based on chaotic maps and memory cellular automata
    Bakhshandeh, Atieh
    Eslami, Ziba
    [J]. OPTICS AND LASERS IN ENGINEERING, 2013, 51 (06) : 665 - 673
  • [5] Chen W, 2011, OPT ENG, V50
  • [6] Analysis and improvement of a hash-based image encryption algorithm
    Deng, Shaojiang
    Zhan, Yanping
    Xiao, Di
    Li, Yantao
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2011, 16 (08) : 3269 - 3278
  • [7] Enhancing the performance of hybrid genetic algorithms by differential improvement
    Drezner, Zvi
    Misevicius, Alfonsas
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (04) : 1038 - 1046
  • [8] Aerospace design optimization using a steady state real-coded genetic algorithm
    Dyer, John D.
    Hartfield, Roy J.
    Dozier, Gerry V.
    Burkhalter, John E.
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2012, 218 (09) : 4710 - 4730
  • [9] Enayatifar R, 2009, INT C SIGN PROC SYST
  • [10] Enayatifar R., 2011, INT J PHYS SCI, V6, P221
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