Abstract
Due to the rapid growth of multimedia transmission over the internet, the challenges of image security have become an important research topic. In this paper, an Adaptive Multiband Signal Decomposition (AMSD) is proposed and its application for image encryption is explored. Like the conventional multiband wavelet transform, the AMSD can decompose the original image into multiband subimages. The perfect reconstruction of the original image from the decomposed multibands is achieved. In addition, a novel image encryption algorithm based on the adaptive multiband image decomposition with three dimensional discrete chaotic maps is developed and its performance is evaluated using common security analysis methods. Simulation results show that the proposed encryption algorithm has great degree of security and can resist various typical attacks.
Similar content being viewed by others
References
Aboughalia, R. A., & Alkishriwo, O. A. (2018). Color image encryption based on chaotic block permutation and XOR operation. In Libyan international conference on electrical engineering and technologies (LICEET2018) (pp. 492–497). Libya: Tripoli.
Alkishriwo, O. A. (2018). An image encryption algorithm based on chaotic maps and discrete linear chirp transform. Almadar Journal for Communications Information Technology and Applications, 5(1), 14–19.
Alzreghi, H. S., & Alkishriwo, O. A. (2018). Color Image Encryption in the Spatial Domain Using 3-D Chaotic System. In AIJR publisher in proceedings of first conference for engineering sciences and technology (CEST-2018) (vol. 1, pp. 81–86).
Cavusoglu, U., Kacar, S., Pehlivan, I., & Zengin, A. (2017). Secure image encryption algorithm design using a novel chaos based S-Box. Chaos, Solitons and Fractals, 95, 92–101.
Chen, G., Mao, Y., & Chui, C. K. (2004). A symmetric image encryption scheme based on 3D chaotic cat maps. Chaos, Solitons and Fractals, 21, 749–761.
Diab, H., & Elsemary, A. (2018). Secure image cryptosystem with unique key streams via hyper-chaotic system. Signal Processing, 142, 53–68.
Kanso, A., & Ghebleh, M. (2012). A novel image encryption algorithm based on a 3D chaotic map. Communications in Nonlinear Science and Numerical Simulation, 17(7), 2943–2959.
Kassim, S., Hamiche, H., Djennoune, S., & Bettayeb, M. (2017). A novel secure image transmission scheme based on synchronization of fractional-order discrete-time hyperchaotic systems. Nonlinear Dynamics, 88(4), 2473–2489.
Khan, S., Han, L., Lu, H., Butt, K., Bachira, G., & Khan, N. (2019). A new hybrid image encryption algorithm based on 2D-CA. FSM-DNA rule generator, and FSBI. IEEE Acess, 7, 81333–81350.
Lisungu, O., & Ambe, M. (2019). A selective image encryption scheme based on 2D DWT, Henon map, and 4D Qi hyper-chaos. IEEE Access, 7, 103463–103472.
Liu, H., & Wang, X. (2013). Triple-image encryption scheme based on one-time key stream generated by chaos and plain images. Journal of Systems and Software, 86(3), 826–834.
Liu, L., Miao, S., Hu, H., et al. (2016). N-phase logistic chaotic sequence and its application for image encryption. IET Signal Processing, 10(9), 1096–1104.
Liu, Y., Wang, J., Fan, J., & Gong, L. (2016). Image encryption algorithm based on chaotic system and dynamic S-boxes composed of DNA sequences. Multimedia Tools and Applications, 75, 4363–4382.
Luo, Y., Du, M., & Liu, J. (2015). A symmetrical image encryption scheme in wavelet and time domain. Communications in Nonlinear Science and Numerical Simulation, 20(2), 447–460.
Murugan, B., Gounden, A., & Gounder, N. (2016). Image encryption scheme based on block-based confusion and multiple levels of diffusion. IET Computer Vison, 10(6), 593–602.
Pak, C., & Huang, L. (2017). A new color image encryption using combination of the 1D chaotic map. Signal Processing, 138, 129–137.
Xu, L., Gou, X., Li, Z., & Li, J. (2017). A novel chaotic image encryption algorithm using block scrambling and dynamic index based diffusion. Optics and Lasers in Engineering, 91, 41–52.
Xu, L., Li, Z., Li, J., & Hua, W. (2016). A novel bit-level image encryption algorithm based on chaotic maps. Optics and Lasers in Engineering, 78, 17–25.
Ye, G., & Huang, X. (2017). An efficient symmetric image encryption algorithm based on an intertwining logistic map. Neurocomputing, 251, 45–53.
Zhu, H., Zhang, X., Yu, H., Zhao, C., & Zhu, Z. (2016). A novel image encryption scheme using the composite discrete chaotic system. Entropy, 18(8), 1–27.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Alkishriwo, O.A.S. Image encryption using adaptive multiband signal decomposition. Multidim Syst Sign Process 32, 993–1004 (2021). https://doi.org/10.1007/s11045-021-00770-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11045-021-00770-3