From Diffusion to Confusion of RGB Pixels Using a New Chaotic System for Color Image Encryption

被引:4
|
作者
Ben Mamia, Salma [1 ,2 ]
Puteaux, Pauline [3 ]
Puech, William [2 ]
Bouallegue, Kais [4 ]
机构
[1] Univ Monastir, Elect & Microelect Lab, Monastir 5000, Tunisia
[2] Univ Montpellier, LIRMM, CNRS, F-34090 Montpellier, France
[3] CRIStAL, CNRS, Cent Lille, Univ Lille, F-59650 Lille, France
[4] Higher Inst Appl Sci & Technol Sousse, Dept Elect Engn, Sousse 4003, Tunisia
关键词
Encryption; Color; Image color analysis; Logistics; Chaos theory; Mathematical models; Heuristic algorithms; Cryptography; Security; Multimedia communication; Chaotic system; cryptography; diffusion-confusion; color image encryption; multimedia security; NEURAL-NETWORKS; LOGISTIC MAP; SCHEME; AUTHENTICATION; SECURE;
D O I
10.1109/ACCESS.2023.3276483
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Over the past decade, the transmission of images over digital and social networks, as well as their archiving on clouds, has increased dramatically. It has become necessary and urgent to secure them during their transmission or when archiving. In this paper, we propose a new color image encryption (CIE) scheme based on a single scroll chaotic system, using neurons with two dendrites. The originality of the proposed CIE scheme is that the main encryption step is based only on color pixel scrambling, which is traditionally used for diffusion. Based on the proposed CIE scheme we have developed three different approaches. From color pixel scrambling (CPS), to full color pixel component scrambling (FCPCS), passing through intra-color pixel component scrambling (ICPCS), we show that color pixel component scrambling can act not only as a permutation, but also as a substitution, ensuring both confusion and diffusion properties. The experimental results show that using the proposed scheme, regardless of the approach used, we can efficiently obtain encrypted color images. In particular, the results obtained with the FCPCS approach show that statistical and differential attack analyses are comparable to those obtained with current state-of-the-art methods that combine permutation and substitution steps.
引用
收藏
页码:49350 / 49366
页数:17
相关论文
共 50 条
  • [1] RGB Image Encryption using Hyper Chaotic System
    Kar, M.
    Mandal, M. K.
    Nandi, D.
    2017 THIRD IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2017, : 354 - 359
  • [2] An RGB image encryption using diffusion process associated with chaotic map
    Kumar, Manish
    Powduri, Pradeep
    Reddy, Avinash
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2015, 21 : 20 - 30
  • [3] A New Fast Color Image Encryption Scheme Using Chen Chaotic System
    Fu, Chong
    Chen, Zhou-feng
    Zhao, Wei
    Jiang, Hui-yan
    2017 18TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNDP 2017), 2017, : 121 - 126
  • [4] RGB Color Image Encryption Method Based on Lorenz Chaotic System and DNA Computation
    Zhang, Qiang
    Wei, Xiaopeng
    IETE TECHNICAL REVIEW, 2013, 30 (05) : 404 - 409
  • [5] A Bijective Image Encryption System Based on Hybrid Chaotic Map Diffusion and DNA Confusion
    ElKamchouchi, Dalia H.
    Mohamed, Heba G.
    Moussa, Karim H.
    ENTROPY, 2020, 22 (02)
  • [6] A Novel Chaotic Color Image Encryption/Decryption Based on Triangular Confusion
    Kumar, Ranjith R.
    Saranraj, B.
    2014 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATION AND COMPUTATIONAL ENGINEERING (ICECCE), 2014, : 94 - 100
  • [7] Color Image Encryption through a Novel Chess Based Confusion Scheme using Chaotic Map
    Joshi, Rohit
    Joshi, Sumit
    2011 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2011, : 444 - 448
  • [8] A Novel Dual Confusion and Diffusion Approach for Grey Image Encryption using Multiple Chaotic Maps
    Praveen, S. Phani
    Suntharam, Dr V. Sathiya
    Ravi, Dr S.
    Harita, U.
    Thatha, Venkata Nagaraju
    Swapna, D.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (08) : 971 - 984
  • [9] An Image Encryption Based on Confusion-Diffusion Using Two Chaotic Maps and Frobenius Endomorphism
    Hilmi A.
    Mezroui S.
    Oualkadi A.E.
    SAIEE Africa Research Journal, 2023, 114 (04) : 98 - 105
  • [10] 4D mixed chaotic system and its application to RGB image encryption using substitution-diffusion
    ul Haq, Tanveer
    Shah, Tariq
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2021, 61