Image Encryption Using Random Bit Sequence Based on Chaotic Maps

被引:0
|
作者
Himan Khanzadi
Mohammad Eshghi
Shahram Etemadi Borujeni
机构
[1] Shahid Beheshti University,Electrical Engineering Department
[2] University of Isfahan,Computer Engineering Department
关键词
Chaotic map; Image encryption; Permutation; Substitution;
D O I
暂无
中图分类号
学科分类号
摘要
The paper proposes an algorithm for image encryption using the random bit sequence generator and based on chaotic maps. Chaotic Logistic and Tent maps are used to generate required random bit sequences. Pixels of the plain image are permuted using these chaotic functions, and then the image is partitioned into eight bit map planes. In each plane, bits are permuted and substituted according to random bit and random number matrices; these matrices are the products of those functions. The pixels and bit maps permutation stage are based on a chaotic random Ergodic matrix. This chaotic encryption method produces encrypted image whose performance is evaluated using chi-square test, correlation coefficient, number of pixel of change rate (NPCR), unified average changing intensity (UACI), and key space. The histogram of encrypted image is approximated by a uniform distribution with low chi-square factor. Horizontal, vertical, and diagonal correlation coefficients of two adjacent pixels of encrypted image are calculated. These factors are improved compared to other proposed methods. The NPCR and UACI values of encrypted image are also calculated. The result shows that a swift change in the original image will cause a significant change in the ciphered image. Total key space for the proposed method is (2^2, 160), which is large enough to protect the proposed encryption image against any brute-force attack.
引用
收藏
页码:1039 / 1047
页数:8
相关论文
共 50 条
  • [1] Image Encryption Using Random Bit Sequence Based on Chaotic Maps
    Khanzadi, Himan
    Eshghi, Mohammad
    Borujeni, Shahram Etemadi
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (02) : 1039 - 1047
  • [2] Chaotic image encryption algorithm based on pseudo-random bit sequence and DNA plane
    Wang, Xingyuan
    Zhao, Hongyu
    Hou, Yutao
    Luo, Chao
    Zhang, Yingqian
    Wang, Chunpeng
    MODERN PHYSICS LETTERS B, 2019, 33 (22):
  • [3] Image encryption based on chaotic maps and random scan patterns
    Xie, Guoxiong
    Tang, Zhenjun
    Liang, Xiaoping
    Yu, Chunqiang
    Zhang, Xianquan
    JOURNAL OF ELECTRONIC IMAGING, 2023, 32 (05)
  • [4] A Random Irregular Blocking Image Encryption Algorithm Based on Improved Digital Chaotic Maps at Bit Level
    Xiang, Hongyue
    Liu, Lingfeng
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2022, 32 (04):
  • [5] IMAGE ENCRYPTION PROCESS BASED ON A CHAOTIC TRUE RANDOM BIT GENERATOR
    Volos, Ch K.
    Kyprianidis, I. M.
    Stouboulos, I. N.
    2009 16TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 1091 - 1094
  • [6] Cryptanalyzing a bit-level image encryption algorithm based on chaotic maps
    Wen, Heping
    Lin, Yiting
    Feng, Zhaoyang
    ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2024, 51
  • [7] A novel bit-level image encryption algorithm based on chaotic maps
    Xu, Lu
    Li, Zhi
    Li, Jian
    Hua, Wei
    OPTICS AND LASERS IN ENGINEERING, 2016, 78 : 17 - 25
  • [8] Image encryption based on chaotic maps
    Fridrich, J
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 1105 - 1110
  • [9] DNA Sequence Splicing with Chaotic Maps for Image Encryption
    Zhou, Changjun
    Wei, Xiaopeng
    Zhang, Qiang
    Liu, Rui
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2010, 7 (10) : 1904 - 1910
  • [10] Image Encryption Using Pseudo Random Number and Chaotic Sequence Generators
    Youssef, M. I.
    Zahara, M.
    Emam, A. E.
    Elghany, M. Abd
    NRSC: 2009 NATIONAL RADIO SCIENCE CONFERENCE: NRSC 2009, VOLS 1 AND 2, 2009, : 650 - 664