Secure Image Data Encryption Scheme for 5G Internet of Things Applications

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Computational Intelligence, Data Analytics and Applications (ICCIDA 2022)

Abstract

The foundation of telecommunications for linking things in the Internet of Things (IoT) ecosystem is fifth-generation (5G) communications. The 5G network is being developed to deliver massive capacity, large bandwidth, and reduced latency. The creation and invention of new 5G-IoT approaches will undoubtedly result in massive new security and privacy issues. 5G-IoT technologies will need secure data transfer mechanisms as the foundation to solve these issues. Chaos theory-based image encryption and DNA sequence computations are combined in the suggested encryption approach. The encryption process is performed independently on three colour image channels (R, G, and B) with an appropriate chaotic map. Here the selection algorithm chooses an appropriate chaotic map according to the entropy values of image attributes and few other factors. Following chaotic encryption, a DNA encoding approach is used. According to simulation and security analysis, the suggested image encryption technique performs very well in terms of security.

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References

  1. Abd El-Latif, A.A., Abd-El-Atty, B., Mazurczyk, W., Fung, C., Venegas-Andraca, S.E.: Secure data encryption based on quantum walks for 5g internet of things scenario. IEEE Trans. Netw. Serv. Manage. 17(1), 118–131 (2020). https://doi.org/10.1109/tnsm.2020.2969863

    Article  Google Scholar 

  2. Akpakwu, G.A., Silva, B.J., Hancke, G.P., Abu-Mahfouz, A.M.: A survey on 5g networks for the internet of things: communication technologies and challenges. IEEE access 6, 3619–3647 (2017). https://doi.org/10.1109/access.2017.2779844

    Article  Google Scholar 

  3. Elkandoz, M.T., Alexan, W., Hussein, H.H.: Logistic sine map based image encryption. In: 2019 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), pp. 290–295. IEEE (2019). https://doi.org/10.23919/SPA.2019.8936718

  4. Head, T., Rozenberg, G., Bladergroen, R.S., Breek, C., Lommerse, P., Spaink, H.P.: Computing with dna by operating on plasmids. Biosystems 57(2), 87–93 (2000). https://doi.org/10.1016/s0303-2647(00)00091-5

    Article  Google Scholar 

  5. Hu, T., Liu, Y., Gong, L.H., Ouyang, C.J.: An image encryption scheme combining chaos with cycle operation for dna sequences. Nonlinear Dyn. 87(1), 51–66 (2017). https://doi.org/10.1007/s11071-016-3024-6

    Article  Google Scholar 

  6. Jithin, K., Sankar, S.: Colour image encryption algorithm combining arnold map, dna sequence operation, and a mandelbrot set. J. Inf. Secur. Appl. 50, 102428 (2020). https://doi.org/10.1016/j.jisa.2019.102428

    Article  Google Scholar 

  7. Li, S., Da Xu, L., Zhao, S.: 5g internet of things: a survey. J. Ind. Inf. Integr. 10, 1–9 (2018). https://doi.org/10.1016/j.jii.2018.01.005

    Article  Google Scholar 

  8. Liao, X., Kulsoom, A., Abbas, S.A., et al.: Selective encryption for gray images based on chaos and dna complementary rules. Multimed. Tools Appl. 74(13), 4655–4677 (2015). https://doi.org/10.1007/s11042-013-1828-7

    Article  Google Scholar 

  9. Sneha, P., Sankar, S., Kumar, A.S.: A chaotic colour image encryption scheme combining walsh-hadamard transform and arnold-tent maps. J. Ambient. Intell. Humaniz. Comput. 11(3), 1289–1308 (2020). https://doi.org/10.1007/s12652-019-01385-0

    Article  Google Scholar 

  10. Wang, X.Y., Zhang, Y.Q., Bao, X.M.: A novel chaotic image encryption scheme using dna sequence operations. Opt. Lasers Eng. 73, 53–61 (2015). https://doi.org/10.1016/j.optlaseng.2015.03.022

    Article  Google Scholar 

  11. Wang, X., Hou, Y., Wang, S., Li, R.: A new image encryption algorithm based on cml and dna sequence. IEEE Access 6, 62272–62285 (2018). https://doi.org/10.1109/access.2018.2875676

    Article  Google Scholar 

  12. Wang, X., Wang, Y., Zhu, X., Luo, C.: A novel chaotic algorithm for image encryption utilizing one-time pad based on pixel level and dna level. Opt. Lasers Eng. 125, 105851 (2020). https://doi.org/10.1016/j.optlaseng.2019.105851

    Article  Google Scholar 

  13. Zhang, X., Wang, X.: Multiple-image encryption algorithm based on dna encoding and chaotic system. Multimed. Tools Appl. 78(6), 7841–7869 (2019). https://doi.org/10.1007/s11042-018-6496-1

    Article  Google Scholar 

  14. Zhang, Y.Q., Wang, X.Y., Liu, J., Chi, Z.L.: An image encryption scheme based on the mlncml system using dna sequences. Opt. Lasers Eng. 82, 95–103 (2016). https://doi.org/10.1016/j.optlaseng.2016.02.002

    Article  Google Scholar 

  15. Zheng, X., Xu, J., Li, W.: Parallel dna arithmetic operation based on n-moduli set. Appl. Math. Comput. 212(1), 177–184 (2009). https://doi.org/10.1016/j.amc.2009.02.011

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Renjith V. Ravi .

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Ravi, R.V., Goyal, S.B., Djeddi, C., Kustov, V. (2023). Secure Image Data Encryption Scheme for 5G Internet of Things Applications. In: García Márquez, F.P., Jamil, A., Eken, S., Hameed, A.A. (eds) Computational Intelligence, Data Analytics and Applications. ICCIDA 2022. Lecture Notes in Networks and Systems, vol 643. Springer, Cham. https://doi.org/10.1007/978-3-031-27099-4_14

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