Attack resistant chaos-based cryptosystem by modified baker map and logistic map

被引:0
|
作者
Chatterjee, Debanjan [1 ]
Banik, Barnali Gupta [2 ]
Banik, Abhinandan [3 ]
机构
[1] Indian Inst Technol, Dept Comp Sci & Engn, Kanpur 208016, India
[2] KL Univ, Koneru Lakshmaiah Educ Fdn, Dept Comp Sci & Engn, Hyderabad 500075, Telangana, India
[3] GITAM Univ, Sch Technol, Dept Comp Sci & Engn, Hyderabad 502329, India
关键词
data security; encryption; image communication; chaos; sensitivity analysis; statistical analysis; FAST IMAGE ENCRYPTION; ALGORITHM; COLOR; BREAKING; STANDARD;
D O I
10.1504/IJICS.2023.128002
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 paper, a new substitution-diffusion type chaos-based cryptosystem is proposed, which can encrypt greyscale images having arbitrary resolution. In substitution, image pixels are permuted using a modified form of the discretised 2-D Baker map, followed by a two-step diffusion approach, which employs a chaotic logistic map. The proposed cryptosystem is resistant to brute force attacks (measured by key-space and key-sensitivity analysis), statistical attacks (tested by histogram and chi-square test) and differential attacks (measured against NPCR, UACI, and hamming distance); the proposed method has also been tested for encryption quality, correlation analysis, entropy analysis, and performance analysis by measuring encryption speed as well as time complexity. Therefore, it is sufficiently secured to be used in real-world applications. To prove the unparalleled outcome of the proposed system, four sets of comparisons have been presented with respect to NPCR and UACI, Encryption throughput, and, lastly, with similar and non-similar existing cryptosystems.
引用
收藏
页码:48 / 83
页数:36
相关论文
共 50 条
  • [1] A Chaos-based Image Cryptosystem Using Nonstationary Dynamics of Logistic Map
    Thang Manh Hoang
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 591 - 596
  • [2] Cryptanalysis of an image cryptosystem based on logistic map
    Wang, Bin
    Wei, Xiaopeng
    Zhang, Qiang
    OPTIK, 2013, 124 (14): : 1773 - 1776
  • [3] A fast hybrid image cryptosystem based on random generator and modified logistic map
    Hemdan, Ayman M.
    Faragallah, Osama S.
    Elshakankiry, Osama
    Elmhalaway, Ahmed
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (12) : 16177 - 16193
  • [4] Exploiting ergodicity of the logistic map using deep-zoom to improve security of chaos-based cryptosystems
    Machicao, Jeaneth
    Alves, Marcela
    Baptista, Murilo S.
    Bruno, Odemir M.
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2019, 30 (05):
  • [5] A fast hybrid image cryptosystem based on random generator and modified logistic map
    Ayman M. Hemdan
    Osama S. Faragallah
    Osama Elshakankiry
    Ahmed Elmhalaway
    Multimedia Tools and Applications, 2019, 78 : 16177 - 16193
  • [6] Time Efficient Image Encryption-Decryption for Visible and COVID-19 X-ray Images Using Modified Chaos-Based Logistic Map
    Bhattacharjee, Snehashish
    Gupta, Mousumi
    Chatterjee, Biswajoy
    APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 2023, 195 (04) : 2395 - 2413
  • [7] An Efficient Cryptosystem based on the Logistic-Chebyshev Map
    Abd-El-Atty, Bassem
    Amin, Mohamed
    Abd-El-Latif, Ahmed
    Ugail, Hassan
    Mehmood, Irfan
    2019 13TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS (SKIMA), 2019,
  • [8] Chaos-Based Hardware Speech Encryption Scheme Using Modified Tent Map and Bit Permutation
    Tolba, Mohammed F.
    Sayed, Wafaa S.
    Radwan, Ahmed G.
    Abd-El-Hafiz, Salwa K.
    2018 7TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST), 2018,
  • [9] Chaotic behavior of logistic map in superior orbit and an improved chaos-based traffic control model
    Jinde Ashish
    Renu Cao
    Nonlinear Dynamics, 2018, 94 : 959 - 975
  • [10] Chaotic behavior of logistic map in superior orbit and an improved chaos-based traffic control model
    Ashish
    Cao, Jinde
    Chugh, Renu
    NONLINEAR DYNAMICS, 2018, 94 (02) : 959 - 975