An improved digital logistic map and its application in image encryption

被引:32
|
作者
Xiang, Hongyue [1 ]
Liu, Lingfeng [1 ]
机构
[1] Nanchang Univ, Sch Software, Nanchang 330029, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Chaos; Digital chaotic map; Image encryption; CHAOTIC SYSTEM; SCHEME;
D O I
10.1007/s11042-020-09595-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Chaos maps are widely used in image encryption systems due to their intrinsic advantages such as extreme sensitivity to initial values., ergodicity and pseudo-randomness. 1D Logistic map has attracted the attention of researchers due to its simple structure and easy implementation, but also because of this, the map is easy to be affected by finite precision, resulting in dynamic degradation, at low precision, the sequence generated by this map not only enters a period quickly, but also has a shorter period. Thus, taking 1D Logistic map as an example, we proposed a method to suppress the dynamic degradation of digital chaotic systems by using parameter variables and state variables to influence each other, and using sine function as feedback function to destroy the state space. The simulation results show that the improved logistic mapping with the proposed method has better randomness and higher complexity than the original logistic mapping. To prove the practicability and applicability of the improved chaotic map, we design a new image encryption algorithm, which is suitable for both color image and grayscale image. The numerical results indicate that the proposed algorithm has high encryption efficiency, good resistance to various attacks and certain competitiveness with other encryption algorithms.
引用
收藏
页码:30329 / 30355
页数:27
相关论文
共 50 条
  • [31] Characteristic Analysis of 2D Lag-Complex Logistic Map and Its Application in Image Encryption
    Zhang, Fangfang
    Zhang, Xue
    Cao, Maoyong
    Ma, Fengying
    Li, Zhengfeng
    [J]. IEEE MULTIMEDIA, 2021, 28 (04) : 96 - 106
  • [32] Improved baker map for image encryption
    Han, Fengling
    Yu, Xinghuo
    Han, Songchen
    [J]. ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 1273 - +
  • [33] Digital wavefront reconstruction and its application to image encryption
    Lai, S
    Neifeld, MA
    [J]. OPTICS COMMUNICATIONS, 2000, 178 (4-6) : 283 - 289
  • [34] ATTACK TO AN IMAGE ENCRYPTION BASED ON CHAOTIC LOGISTIC MAP
    Wang Xing-Yuan
    Chen Feng
    Wang Tian
    Xu Dahai
    Ma Yutian
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2013, 27 (31):
  • [35] Cryptanalyzing image encryption using chaotic logistic map
    Li, Chengqing
    Xie, Tao
    Liu, Qi
    Cheng, Ge
    [J]. NONLINEAR DYNAMICS, 2014, 78 (02) : 1545 - 1551
  • [36] Image Encryption Using Double Chaotic Logistic Map
    Safi, Haifaa W.
    Maghari, Ashraf Y.
    [J]. 2017 INTERNATIONAL CONFERENCE ON PROMISING ELECTRONIC TECHNOLOGIES (ICPET 2017), 2017, : 66 - 70
  • [37] Mitigating drawbacks of logistic map for image encryption algorithms
    Oravec J.
    Ovseník Ľ.
    Turán J.
    Huszaník T.
    [J]. Computing and Informatics, 2021, 39 (06) : 1250 - 1281
  • [38] A Nonlinearly Modulated Logistic Map with Delay for Image Encryption
    Li, Shouliang
    Yin, Benshun
    Ding, Weikang
    Zhang, Tongfeng
    Ma, Yide
    [J]. ELECTRONICS, 2018, 7 (11)
  • [39] An image encryption process based on Chaotic logistic map
    Mandal, Mrinal Kanti
    Banik, Gourab Dutta
    Chattopadhyay, Debasish
    Nandi, Debashis
    [J]. IETE TECHNICAL REVIEW, 2012, 29 (05) : 395 - 404
  • [40] MITIGATING DRAWBACKS OF LOGISTIC MAP FOR IMAGE ENCRYPTION ALGORITHMS
    Oravec, Jakub
    Ovsenik, Lubos
    Turan, Jan
    Huszanik, Tomas
    [J]. COMPUTING AND INFORMATICS, 2020, 39 (06) : 1250 - 1281