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In this paper, we present a novel image encryption approach tailored for optical imaging encryption, leveraging fractional-order chaotic systems and an innovative zigzag technique. The proposed scheme employs various zigzag patterns to simultaneously scramble the positions of image pixels, ensuring robust security. The zigzag process is dynamically controlled by a fractional-order chaotic system, which introduces unpredictability and significantly enhances the scheme’s resistance to attacks. The encryption key is derived from the initial values and fractional-order parameters of the chaotic system, offering a substantial improvement over traditional methods that rely on integer-orderchaotic systems. This advancement not only expands the key space but also increases the complexity of the encryption process, making it highly secure. The experimental results and security analysis demonstrate the scheme’s effectiveness in thwarting various types of attacks, including brute-force and statistical attacks, particularly in the context of optical imaging systems. These findings highlight the technique’s reliability and suitability for protecting sensitive data in optical imaging applications, where security and precision are paramount. The proposed method represents a significant step forward in securing optical imaging data, providing a robust and efficient solution for modern encryption needs.
Czasopismo
Rocznik
Tom
Strony
117--137
Opis fizyczny
Bibliogr. 48 poz., rys., tab.
Twórcy
autor
- Electronics Research Laboratory, University 20 August 1955, Skikda 21000, Algeria
autor
- Signals and Systems Laboratory, Institute of Electrical and Electronic Engineering, University M’Hamed BOUGARA of Boumerdes Boumerdes, Algeria
autor
- Electronics Research Laboratory, University 20 August 1955, Skikda 21000, Algeria
Bibliografia
- [1] HERBADJI D., DEROUICHE N., BELMEGUENAI A., TAHAT N., BOUMERDASSI S., A new colour image encryption approach using a combination of two 1D chaotic map, International Journal of Electronic Security and Digital Forensics 12(4), 2020: 337-356. https://doi.org/10.1504/IJESDF.2020.110649
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- [3] HERBADJI D., BELMEGUENAI A., DEROUICHE N., LIU H., Colour image encryption scheme based on enhanced quadratic chaotic map, IET Image Processing 14(1), 2020: 40-52. https://doi.org/10.1049/iet-ipr.2019.0123
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- [5] BEKKOUCHE T., BOUGUEZEL S., Digital double random amplitude image encryption method based on the symmetry property of the parametric discrete Fourier transform, Journal of Electronic Imaging 27(2), 2018: 023033. https://doi.org/10.1117/1.JEI.27.2.023033
- [6] ZHANG Q., HAN J., A novel color image encryption algorithm based on image hashing, 6D hyperchaotic and DNA coding, Multimedia Tools and Applications 80, 2021: 13841-13864. https://doi.org/10.1007/s11042-020-10437-z
- [7] KANG X., GUO Z., A new color image encryption scheme based on DNA encoding and spatiotemporal chaotic system, Signal Processing: Image Communication 80, 2020: 115670. https://doi.org/10.1016/j.image.2019.115670
- [8] IQBAL N., HANIF M., ABBAS S., KHAN M.A., REHMAN Z.U., Dynamic 3D scrambled image based RGB image encryption scheme using hyperchaotic system and DNA encoding, Journal of Information Security and Applications 58, 2021: 102809. https://doi.org/10.1016/j.jisa.2021.102809
- [9] LI C., YANG X., An image encryption algorithm based on discrete fractional wavelet transform and quantum chaos, Optik 260, 2022: 169042. https://doi.org/10.1016/j.ijleo.2022.169042
- [10] SU Y., WANG X., A robust visual image encryption scheme based on controlled quantum walks, Physica A: Statistical Mechanics and its Applications 587, 2022: 126529. https://doi.org/10.1016/j.physa.2021.126529
- [11] LI Z., PENG C., TAN W., LI L., A novel chaos-based color image encryption scheme using bit-level permutation, Symmetry 12(9), 2020: 1497. https://doi.org/10.3390/sym12091497
- [12] ALGHAFIS A., MUNIR N., KHAN M., An encryption scheme based on chaotic Rabinovich-Fabrikant system and S8 confusion component, Multimedia Tools and Applications 80, 2021: 7967-7985. https://doi.org/10.1007/s11042-020-10142-x
- [13] YAVUZ E., A new parallel processing architecture for accelerating image encryption based on chaos, Journal of Information Security and Applications 63, 2021: 103056. https://doi.org/10.1016/j.jisa.2021.103056
- [14] CHEN L., YIN H., HUANG T., YUAN L., ZHENG S., YIN L., Chaos in fractional-order discrete neural networks with application to image encryption, Neural Networks 125, 2020: 174-184. https://doi.org/10.1016/j.neunet.2020.02.008
- [15] SHAKIR H.R., Implementing digital image security framework with hybrid approach of chaotic map and singular-value decomposition, Chaos, Solitons & Fractals: X 8, 2022: 100075. https://doi.org/10.1016/j.csfx.2022.100075
- [16] POURASAD, Y., RANJBARZADEH R., MARDANI A., A new algorithm for digital image encryption based on chaos theory, Entropy 23(3), 2021: 341. https://doi.org/10.3390/e23030341
- [17] GHAZVINI M., MIRZADI M., PARVAR N., A modified method for image encryption based on chaotic map and genetic algorithm, Multimedia Tools and Applications 79, 2020: 26927-26950. https://doi.org/10.1007/s11042-020-09058-3
- [18] WANG X., SU Y., Color image encryption based on chaotic compressed sensing and two-dimensional fractional Fourier transform, Scientific Reports 10, 2020: 18556. https://doi.org/10.1038/s41598-020-75562-z
- [19] AHMAD M., DOJA M.N., BEG M.M.S., Security analysis and enhancements of an image cryptosystem based on hyperchaotic system, Journal of King Saud University - Computer and Information Sciences 33(1), 2021: 77-85. https://doi.org/10.1016/j.jksuci.2018.02.002
- [20] WANG X., CHEN X., An image encryption algorithm based on dynamic row scrambling and Zigzag transformation, Chaos, Solitons & Fractals 147, 2021: 110962. https://doi.org/10.1016/j.chaos.2021.110962
- [21] LI T., YANG M., WU J., JING X., A novel image encryption algorithm based on a fractional-order hyperchaotic system and DNA computing, Complexity, Vol. 2017, 2017: 9010251. https://doi.org/ 10.1155/2017/9010251
- [22] KAUR G., AGARWAL R., PATIDAR V., Color image encryption system using combination of robust chaos and chaotic order fractional Hartley transformation, Journal of King Saud University – Computer and Information Sciences 34(8), 2022: 5883-5897. https://doi.org/10.1016/j.jksuci.2021.03.007
- [23] LAI Q., HU G., ERKAN U., TOKTAS A., A novel pixel-split image encryption scheme based on 2D Salomon map, Expert Systems with Applications 213, 2023: 118845. https://doi.org/10.1016/j.eswa.2022.118845
- [24] CHAI X., GAN Z., CHEN Y., ZHANG Y., A visually secure image encryption scheme based on compressive sensing, Signal Processing 134, 2017: 35-51. https://doi.org/10.1016/j.sigpro.2016.11.016
- [25] YOUSIF B., KHALIFA F., MAKRAM A., TAKIELDEEN A., A novel image encryption/decryption scheme based on integrating multiple chaotic maps, AIP Advances 10(7), 2020: 075220. https://doi.org/10.1063/5.0009225
- [26] MUHAMMAD Z.M.Z., ÖZKAYNAK F., An image encryption algorithm based on chaotic selection of robust cryptographic primitives, IEEE Access 8, 2020: 56581-56589. https://doi.org/10.1109/ACCESS.2020.2982827
- [27] WANG X., LIU C., JIANG D., A novel triple-image encryption and hiding algorithm based on chaos, compressive sensing and 3D DCT, Information Sciences 574, 2021: 505-527. https://doi.org/ 10.1016/j.ins.2021.06.032
- [28] DOU Y., LIU X., FAN H., LI M., Cryptanalysis of a DNA and chaos based image encryption algorithm, Optik 145, 2017: 456-464. https://doi.org/10.1016/j.ijleo.2017.08.050
- [29] JAIN A., RAJPAL N., A robust image encryption algorithm resistant to attacks using DNA and chaotic logistic maps, Multimedia Tools and Applications 75, 2016: 5455-5472. https://doi.org/10.1007/ s11042-015-2515-7
- [30] BECHIKH R., HERMASSI H., ABD EL-LATIF A.A., RHOUMA R., BELGHITH S., Breaking an image encryption scheme based on a spatiotemporal chaotic system, Signal Processing: Image Communication 39, 2015: 151-158. https://doi.org/10.1016/j.image.2015.09.006
- [31] SONG C.-Y., QIAO Y.-L., ZHANG X.-Z., An image encryption scheme based on new spatiotemporal chaos, Optik 124(18), 2013: 3329-3334. https://doi.org/10.1016/j.ijleo.2012.11.002
- [32] ZHANG Q., GUO L., WEI X., A novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system, Optik 124(18), 2013: 3596-3600. https://doi.org/10.1016/j.ijleo.2012.11.018
- [33] ZHANG Y., Cryptanalysis of a novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system, Optik 126(2), 2015: 223-229. https://doi.org/10.1016/j.ijleo.2014.08.129
- [34] ABDELJAWAD T., BANERJEE S., WU G.-C., Discrete tempered fractional calculus for new chaotic systems with short memory and image encryption, Optik 218, 2020: 163698. https://doi.org/10.1016/j.ijleo.2019.163698
- [35] WU G.-C., DENG Z.-G., BALEANU D., ZENG D.-Q., New variable-order fractional chaotic systems for fast image encryption, Chaos: An Interdisciplinary Journal of Nonlinear Science 29(8), 2019: 083103. https://doi.org/10.1063/1.5096645
- [36] MOHAMED S.M., SAYED W.S., MADIAN A.H., RADWAN A.G., SAID L.A., An encryption application and FPGA realization of a fractional memristive chaotic system, Electronics 12(5), 2023: 1219. https://doi.org/10.3390/electronics12051219
- [37] KAMAL F.M., ELSAID A., ELSONBATY A., Ghost attractor in fractional order blinking system and its application, Nonlinear Dynamics 108, 2022: 4471-4497. https://doi.org/10.1007/s11071-022-07391-w
- [38] NUÑEZ-PEREZ J.-C., ADEYEMI V.-A., SANDOVAL-IBARRA Y., PEREZ-PINAL F.-J., TLELO-CUAUTLE E., Maximizing the chaotic behavior of fractional order Chen system by evolutionary algorithms, Mathematics 9(11), 2021: 1194. https://doi.org/10.3390/math9111194
- [39] LIU X., TONG X., WANG Z., ZHANG M., A new n-dimensional conservative chaos based on Generalized Hamiltonian System and its’ applications in image encryption, Chaos, Solitons & Fractals 154, 2022: 111693. https://doi.org/10.1016/j.chaos.2021.111693
- [40] LIU H., KADIR A., XU C., Cryptanalysis and constructing S-box based on chaotic map and backtracking, Applied Mathematics and Computation 376, 2020: 125153. https://doi.org/10.1016/j.amc.2020.125153
- [41] LIU H., KADIR A., LIU J., Color pathological image encryption algorithm using arithmetic over Galois field and coupled hyper chaotic system, Optics and Lasers in Engineering 122, 2019: 123-133. https://doi.org/10.1016/j.optlaseng.2019.05.027
- [42] HERBADJI D., DEROUICHE N., BELMEGUENAI A., HERBADJI A., BOUMERDASSI S., A tweakable image encryption algorithm using an improved logistic chaotic map, Traitement du Signal 36(5), 2019: 407-417. https://doi.org/10.18280/ts.360505
- [43] ZHAN K., WEI D., SHI J., YU J., Cross-utilizing hyperchaotic and DNA sequences for image encryption, Journal of Electronic Imaging 26(1), 2017: 013021. https://doi.org/10.1117/1.JEI.26.1.013021
- [44] JAWAD L.M., A new scan pattern method for color image encryption based on 3D-Lorenzo chaotic map method, Multimedia Tools and Applications 80, 2021: 33297-33312. https://doi.org/10.1007/s11042-021-11295-z
- [45] LIU J., CHANG H., RAN W., WANG E., Research on improved DNA coding and multidirectional diffusion image encryption algorithm, Entropy 25(5), 2023: 746. https://doi.org/10.3390/e25050746
- [46] MAN X., SONG Y., Encryption of color images with an evolutionary framework controlled by chaotic systems, Entropy 25(4), 2023: 631. https://doi.org/10.3390/e25040631
- [47] LI D., LI J., DI X., LI B., Design of cross-plane colour image encryption based on a new 2D chaotic map and combination of ECIES framework, Nonlinear Dynamics 111, 2023: 2917-2942. https://doi.org/10.1007/s11071-022-07949-8
- [48] HERBADJI D., HERBADJI A., HADDAD I., KAHIA H., BELMEGUENAI A., DEROUICHE N., An enhanced logistic chaotic map based tweakable speech encryption algorithm, Integration 97, 2024: 102192.https://doi.org/10.1016/j.vlsi.2024.102192
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-23dc5afd-86f1-4ced-896a-5d25e616e00a
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