A secure image encryption scheme based on genetic operations and a new hybrid pseudo random number generator

被引:17
|
作者
Mondal, Bhaskar [1 ]
Mandal, Tarni [2 ]
机构
[1] Natl Inst Technol Patna, Dept Comp Sci & Engn, Patna, Bihar, India
[2] Natl Inst Technol Jamshedpur, Dept Math, Jamshedpur, Bihar, India
关键词
Image encryption; Chaotic map; LFSR; Mutation; Multipoint crossover; PERMUTATION; CHAOS;
D O I
10.1007/s11042-019-08352-z
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an encryption scheme based on genetic operations and a new hybrid pseudo random number generator (HPRNG). The new HPRNG is designed based on linear feedback shift register (LFSR), chaotic asymmetric tent map and chaotic logistic map. The scheme uses XOR and genetic operations (mutation, and multipoint crossover) to encrypt the image blocks. The first block of the plain image is encrypted with the help of a pseudo-random bit sequence generated by the HPRNG. The subsequent blocks are based on the previous cipher block and the XOR operator. The scheme can be extended to encrypt color images and text as well. The cipher images produced have very low correlation with their corresponding plain images and have high values of entropy, making it unpredictable and difficult to detect redundancies in the image pixel values. More over the scheme is compared with some existing schemes and found that the proposed scheme is comparatively secure and efficient.
引用
收藏
页码:17497 / 17520
页数:24
相关论文
共 50 条
  • [1] A secure image encryption scheme based on genetic operations and a new hybrid pseudo random number generator
    Bhaskar Mondal
    Tarni Mandal
    [J]. Multimedia Tools and Applications, 2020, 79 : 17497 - 17520
  • [2] DNA Image Encryption Scheme Based on a Chaotic LSTM Pseudo-Random Number Generator
    Koubaa, Karama
    Derbel, Nabil
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2023, 33 (06):
  • [3] Lightweight image encryption based on composite pseudo-random number generator
    Kumar, Deepak
    Mondal, Bhaskar
    Singh, Jyoti Prakash
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (02)
  • [4] Image encryption based on fractional chaotic pseudo-random number generator and DNA encryption method
    Chunxiao Yang
    Ina Taralova
    Safwan El Assad
    Jean-Jacques Loiseau
    [J]. Nonlinear Dynamics, 2022, 109 : 2103 - 2127
  • [5] Image encryption based on fractional chaotic pseudo-random number generator and DNA encryption method
    Yang, Chunxiao
    Taralova, Ina
    El Assad, Safwan
    Loiseau, Jean-Jacques
    [J]. NONLINEAR DYNAMICS, 2022, 109 (03) : 2103 - 2127
  • [6] Chaos Based Pseudo Random Bit Generator Design and Its Application in Secure Image Encryption
    Ince, Esra
    Karakaya, Baris
    Turk, Mustafa
    [J]. TRAITEMENT DU SIGNAL, 2022, 39 (05) : 1647 - 1653
  • [7] Secure image encryption scheme using 4D-Hyperchaotic systems based reconfigurable pseudo-random number generator and S-Box
    Gupta, Mangal Deep
    Chauhan, R. K.
    [J]. INTEGRATION-THE VLSI JOURNAL, 2021, 81 (137-159) : 137 - 159
  • [8] A novel image encryption scheme based on improved random number generator and its implementation
    Bo Li
    Xiaofeng Liao
    Yan Jiang
    [J]. Nonlinear Dynamics, 2019, 95 : 1781 - 1805
  • [9] A novel image encryption scheme based on improved random number generator and its implementation
    Li, Bo
    Liao, Xiaofeng
    Jiang, Yan
    [J]. NONLINEAR DYNAMICS, 2019, 95 (03) : 1781 - 1805
  • [10] A New Method for Hybrid Pseudo Random Number Generator
    Avaroglu, Erdinc
    Tuncer, Taner
    Ozer, A. Bedri
    Turk, Mustafa
    [J]. INFORMACIJE MIDEM-JOURNAL OF MICROELECTRONICS ELECTRONIC COMPONENTS AND MATERIALS, 2014, 44 (04): : 303 - 311