Medical image cryptosystem using a new 3-D map implemented in a microcontroller

被引:1
|
作者
Ayemtsa Kuete, Gideon Pagnol [1 ,2 ]
Heucheun Yepdia, Lee Mariel [1 ]
Tiedeu, Alain [1 ,3 ]
Mboupda Pone, Justin Roger [2 ]
机构
[1] Univ Yaounde I, Natl Adv Sch Engn Yaounde, Instrumentat Signal & Image Lab, POB 8390, Yaounde, Cameroon
[2] Univ Dschang, Elect Engn Dept IUT FV Bandjoun, Res Unit Automat & Appl Comp RU AIA, POB 134, Bandjoun, Cameroon
[3] Univ Yaounde I, Natl Adv Sch Engn, Ingenierie Math & Syst Informat, POB 8390, Yaounde, Cameroon
关键词
Novel quintic jerk circuit; Coexisting bubbles; Bifurcation; Multistability; Chaos; Microcontroller implementation; Image encryption; Key space; Cryptanalysis test; Differential attacks; ALGORITHM;
D O I
10.1007/s11042-024-18460-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Medical images make up for more than 25% of global attacks on privacy. Securing them is therefore of utmost importance. Chaos based image encryption is one of the most method suggested in the literature for image security due to their intrinsic characteristic, including ergodicity, aperiodicity, high sensitivity to initials conditions and system parameters. Dynamic systems such as bridge circuit, jerk circuit, Van der Pol circuit, Colpitts oscillator and many other pseudo-random numbers generators have been used in the process of encrypting images. Among them, are the jerk oscillators that have been used with different nonlinearities. In this paper, a new, simple, off-shell component of jerk oscillator (jerk quintic) with an interesting nonlinear function is proposed. Its dynamical behaviors are investigated using classical tools like bifurcation diagrams, Maximum Lyapunov exponent plot, basin of attraction, phase portraits. We showed that the nonlinear function is responsible of complex nonlinear behaviors displayed by the novel circuit, including symmetric/asymmetric bifurcation and coexisting bubbles, multistability just to name a few. The real implementation of the interesting circuit is embedded in a microcontroller verifies these dynamics. As an application of this contribution in multimedia, an encryption algorithm built on a new confusion-diffusion architecture using pseudo random number generated in high chaoticity regime of the new circuit is proposed. The cryptosystem underwent thorough security tests and proved to be fast thanks to the 3D map used, given its complex dynamical behaviors and large chaotic area. This approach yields a robust cipher that underwent thorough security tests better than the one in the literature like average NPCR=99.61, UACI=33.48, key space-sensitivity, entropy=7.9994, average correlation=0.0040. Furthermore, it proved to be robust in terms of noise and data loss in the transmission channel, offering a large key space of 10180 and an entropy close to the standard value, thus rendering the cryptosystem robust against various attacks, especially brute force and exhaustive attacks.
引用
收藏
页码:75955 / 75994
页数:40
相关论文
共 50 条
  • [1] 3-D medical image compression using 3-D wavelet coders
    Sriraam, N.
    Shyamsunder, R.
    DIGITAL SIGNAL PROCESSING, 2011, 21 (01) : 100 - 109
  • [2] 3-D Medical Image Compression By Using HEVC
    Pole, Akanksha
    Shriram, Revati
    2018 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2018,
  • [3] A New Approach to a Secure Cryptosystem using the Microcontroller
    Viswanath, M. K.
    Deepti, A. R.
    JOURNAL OF INFORMATION ASSURANCE AND SECURITY, 2006, 1 (03): : 229 - 236
  • [4] Medical image cryptosystem using improved Quadratic Congruential Generator and logistic map
    Parvees M.Y.M.
    Vijayakumar T.
    Measurement: Sensors, 2022, 24
  • [5] USING VISION TRANSFORMERS IN 3-D MEDICAL IMAGE CLASSIFICATIONS
    Cai, Lulu
    Chen, Wei
    Gao, Rui
    Chen, Yan-wei
    Qiao, Xu
    2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 696 - 700
  • [6] Medical image compression using 3-D Hartley transform
    Sunder, R. Shyam
    Eswaran, C.
    Sriraam, N.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2006, 36 (09) : 958 - 973
  • [7] Novel image encryption algorithm based on new 3-d chaos map
    Belqassim Bouteghrine
    Camel Tanougast
    Said Sadoudi
    Multimedia Tools and Applications, 2021, 80 : 25583 - 25605
  • [8] Novel image encryption algorithm based on new 3-d chaos map
    Bouteghrine, Belqassim
    Tanougast, Camel
    Sadoudi, Said
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (17) : 25583 - 25605
  • [9] Medical image segmentation using 3-D seeded region growing
    Justice, RK
    Stokely, EM
    Strobel, JS
    Ideker, RE
    Smith, WM
    IMAGE PROCESSING - MEDICAL IMAGING 1997, PTS 1 AND 2, 1997, 3034 : 900 - 910
  • [10] Efficient Architecture for 3-D Medical Image Compression Using CABAC
    Muharam, A.
    Ahmad, A.
    INTERNATIONAL CONFERENCE FOR INNOVATION IN BIOMEDICAL ENGINEERING AND LIFE SCIENCES, ICIBEL2015, 2016, 56 : 212 - 215