Skip to main content
Log in

Cryptanalysis and enhancement of an image encryption scheme based on a 1-D coupled Sine map

  • Original paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

Recently, Behzad et al. designed a 1-D chaotic coupled Sine map (CCSM) and a dynamic scrambling process based on the size of blocks and then constructed an image encryption algorithm (CSMIE) based on CCSM and the scrambling method. However, we find that the algorithm cannot be used for secure communication because it cannot resist chosen-plaintext attacks. In this paper, we first analyze the real structure of CCSM generated in a digital computer with limited precision and then propose a chosen-plaintext attack to break CSMIE according to the number of blocks. Moreover, we enhance CSMIE by designing a synchronous scrambling and diffusion mechanism which utilizes a three-dimensional hyper-chaotic system and employs the hash values of the plain-image. A series of simulation experiments are conducted to evaluate our enhanced encryption scheme. The experimental results demonstrate that the enhanced encryption scheme performs well in various test indicators and can resist the chosen-plaintext attack.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  1. Chai, X., Gan, Z., Yuan, K., Chen, Y., Liu, X.: A novel image encryption scheme based on DNA sequence operations and chaotic systems. Neural Comput. Appl. 31(1), 219–237 (2019)

    Article  Google Scholar 

  2. Chen, J., Han, F., Qian, W., Yao, Y.D., Zhu, Zl: Cryptanalysis and improvement in an image encryption scheme using combination of the 1D chaotic map. Nonlinear Dyn. 93(4), 2399–2413 (2018)

    Article  Google Scholar 

  3. Deng, H., Qin, Z., Wu, Q., Guan, Z., Zhou, Y.: Flexible attribute-based proxy re-encryption for efficient data sharing. Inf. Sci. 511, 94–113 (2020)

    Article  MathSciNet  Google Scholar 

  4. Fan, C., Ding, Q.: Analysing the dynamics of digital chaotic maps via a new period search algorithm. Nonlinear Dyn. 97, 831–841 (2019)

    Article  MATH  Google Scholar 

  5. Farah, M.A.B., Farah, A., Farah, T.: An image encryption scheme based on a new hybrid chaotic map and optimized substitution box. Nonlinear Dyn. 99, 3041–3064 (2020)

    Article  Google Scholar 

  6. Hua, Z., Jin, F., Xu, B., Huang, H.: 2D logistic-sine-coupling map for image encryption. Signal Process. 149, 148–161 (2018)

    Article  Google Scholar 

  7. Lee, W.K., Phan, R.C.W., Yap, W.S., Goi, B.M.: Spring: a novel parallel chaos-based image encryption scheme. Nonlinear Dyn. 92(2), 575–593 (2018)

    Article  Google Scholar 

  8. Li, C., Feng, B., Li, S., Kurths, J., Chen, G.: Dynamic analysis of digital chaotic maps via state-mapping networks. IEEE Trans. Circuits Syst. I: Regul. Pape. 66(6), 2322–2335 (2019)

    Article  MathSciNet  Google Scholar 

  9. Li, C., Lin, D., Lü, J.: Cryptanalyzing an image-scrambling encryption algorithm of pixel bits. IEEE Multimed. 24(3), 64–71 (2017)

    Article  Google Scholar 

  10. Li, C., Lin, D., Lü, J., Hao, F.: Cryptanalyzing an image encryption algorithm based on autoblocking and electrocardiography. IEEE Multimed. 25(4), 46–56 (2018)

    Article  Google Scholar 

  11. Li, C., Zhang, Y., Xie, E.Y.: When an attacker meets a cipher-image in 2018: a year in review. J. Inf. Secur. Appl. 48, art. no. 102361 (2019)

    Article  Google Scholar 

  12. Li, Z., Peng, C., Li, L., Zhu, X.: A novel plaintext-related image encryption scheme using hyper-chaotic system. Nonlinear Dyn. 94(2), 1319–1333 (2018)

    Article  Google Scholar 

  13. Liang, J., Qin, Z., Xiao, S., Ou, L., Lin, X.: Efficient and secure decision tree classification for cloud-assisted online diagnosis services. IEEE Trans. Dependable Secure Comput. (2019). https://doi.org/10.1109/TDSC.2019.2922958

    Article  Google Scholar 

  14. Liao, X., Li, K., Yin, J.: Separable data hiding in encrypted image based on compressive sensing and discrete fourier transform. Multimed. Tools Appl. 76(20), 20739–20753 (2017)

    Article  Google Scholar 

  15. Liao, X., Yin, J., Guo, S., Li, X., Sangaiah, A.K.: Medical jpeg image steganography based on preserving inter-block dependencies. Comput. Electr. Eng. 67, 320–329 (2018)

    Article  Google Scholar 

  16. Liu, W., Sun, K., He, Y., Yu, M.: Color image encryption using three-dimensional sine ICMIC modulation map and DNA sequence operations. Int. J. Bifurc. Chaos 27(11), 1750171 (2017)

    Article  Google Scholar 

  17. Liu, Y., Qin, Z., Wu, J.: Cryptanalysis and enhancement of an image encryption scheme based on bit-plane extraction and multiple chaotic maps. IEEE Access 7, 74070–74080 (2019)

    Article  Google Scholar 

  18. Ou, L., Qin, Z., Liao, S., Hong, Y., Jia, X.: Releasing correlated trajectories: towards high utility and optimal differential privacy. IEEE Trans. Dependable Secure Comput. (2018). https://doi.org/10.1109/TDSC.2018.2853105

    Article  Google Scholar 

  19. Özkaynak, F.: Brief review on application of nonlinear dynamics in image encryption. Nonlinear Dyn. 92(2), 305–313 (2018)

    Article  Google Scholar 

  20. Özkaynak, F., Yavuz, S.: Analysis and improvement of a novel image fusion encryption algorithm based on DNA sequence operation and hyper-chaotic system. Nonlinear Dyn. 78(2), 1311–1320 (2014)

    Article  MATH  Google Scholar 

  21. Pan, C., Ye, G., Huang, X., Zhou, J.: Novel meaningful image encryption based on block compressive sensing. Secur. Commun. Netw. Article ID 6572105, (2019)

  22. Peng, F., Zhu, X.W., Long, M.: An ROI privacy protection scheme for H.264 video based on FMO and chaos. IEEE Trans. Inf. Forensics Secur. 8(10), 1688–1699 (2013)

    Article  Google Scholar 

  23. Qin, Z., Chen, F., Wang, Q., Liu, A.X., Qin, Z.: Towards high performance security policy evaluation. J. Supercomput. 59(3), 1577–1595 (2012)

    Article  Google Scholar 

  24. Raza, S.F., Satpute, V.: A novel bit permutation-based image encryption algorithm. Nonlinear Dyn. 95(2), 859–873 (2019)

    Article  Google Scholar 

  25. Saberikamarposhti, M., Mohammad, D., Rahim, M.S.M., Yaghobi, M.: Using 3-cell chaotic map for image encryption based on biological operations. Nonlinear Dyn. 75(3), 407–416 (2014)

    Article  Google Scholar 

  26. Sahari, M.L., Boukemara, I.: A pseudo-random numbers generator based on a novel 3d chaotic map with an application to color image encryption. Nonlinear Dyn. 94(1), 723–744 (2018)

    Article  Google Scholar 

  27. Seyedzadeh, S.M., Mirzakuchaki, S.: A fast color image encryption algorithm based on coupled two-dimensional piecewise chaotic map. Signal Process. 92(5), 1202–1215 (2012)

    Article  Google Scholar 

  28. Ullah, A., Jamal, S.S., Shah, T.: A novel scheme for image encryption using substitution box and chaotic system. Nonlinear Dyn. 91(1), 359–370 (2018)

    Article  MathSciNet  Google Scholar 

  29. Wang, X., Wang, Q.: A novel image encryption algorithm based on dynamic s-boxes constructed by chaos. Nonlinear Dyn. 75(3), 567–576 (2014)

    Article  Google Scholar 

  30. Wang, X., Zhang, H.I.: A novel image encryption algorithm based on genetic recombination and hyper-chaotic systems. Nonlinear Dyn. 83(1), 333–346 (2016)

    Article  MathSciNet  Google Scholar 

  31. Wu, J., Liao, X., Yang, B.: Cryptanalysis and enhancements of image encryption based on three-dimensional bit matrix permutation. Signal Process. 142, 292–300 (2018)

    Article  Google Scholar 

  32. Wu, Y., Noonan, J.P., Agaian, S.: NPCR and UACI randomness tests for image encryption. Cyber J. Multidiscip. J. Sci. Technol. J. Sel. Areas Telecommun. 1(2), 31–38 (2011)

    Google Scholar 

  33. Xu, C., Sun, J., Wang, C.: A novel image encryption algorithm based on bit-plane matrix rotation and hyper chaotic systems. Multimed. Tools Appl. 79, 5573–5593 (2020)

    Article  Google Scholar 

  34. Yap, W.S., Phan, R.C.W., Yau, W.C., Heng, S.H.: Cryptanalysis of a new image alternate encryption algorithm based on chaotic map. Nonlinear Dyn. 80(3), 1483–1491 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  35. Ye, G., Huang, X.: An efficient symmetric image encryption algorithm based on an intertwining logistic map. Neurocomputing 251, 45–53 (2017)

    Article  Google Scholar 

  36. Ye, G., Pan, C., Huang, X., Mei, Q.: An efficient pixel-level chaotic image encryption algorithm. Nonlinear Dyn. 94(1), 745–756 (2018)

    Article  Google Scholar 

  37. Yin, H., Qin, Z., Ou, L., Li, K.: A query privacy-enhanced and secure search scheme over encrypted data in cloud computing. J. Comput. Syst. Sci. 90, 14–27 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  38. Yosefnezhad Irani, B., Ayubi, P., Amani Jabalkandi, F., Yousefi Valandar, M., Jafari Barani, M.: Digital image scrambling based on a new one-dimensional coupled sine map. Nonlinear Dyn. 97(4), 2693–2721 (2019)

    Article  MATH  Google Scholar 

  39. Zhang, X., Peng, F., Long, M.: Robust coverless image steganography based on dct and LDA topic classification. IEEE Trans. Multimed. 20(12), 3223–3238 (2018)

    Article  Google Scholar 

  40. Zhu, C.: A novel image encryption scheme based on improved hyperchaotic sequences. Opt. Commun. 285(1), 29–37 (2012)

    Article  Google Scholar 

Download references

Acknowledgements

This work is supported by National Natural Science Foundation of China (61772191, 61300217), Science and Technology Key Projects of Hunan Province (2015TP1004, 2016JC2012, 2018TP1009), Science and Technology Key Projects of ChangSha City (kq1801008, kq1804008), Hunan Province Cooperative Innovation Center of Dongting Lake Ecological Economic Zone, Hunan University Young Scholar Funds (01OS) and China Scholarship Council.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zheng Qin.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, Y., Qin, Z., Liao, X. et al. Cryptanalysis and enhancement of an image encryption scheme based on a 1-D coupled Sine map. Nonlinear Dyn 100, 2917–2931 (2020). https://doi.org/10.1007/s11071-020-05654-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-020-05654-y

Keywords

Navigation