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Robust real-time image encryption with aperiodic chaotic map and random-cycling bit shift

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Abstract

This work tackles a recent challenge in real-time image encryption: how to ensure the correctness of the image content if an encrypted image is performed by active attack? We tackle this problem by designing a robust encryption scheme with aperiodic chaotic map and random-cycling bit shift. The original image is first scrambled using aperiodic generalized Arnold transform. Then, for the scrambled image, cycling bit shift is randomly performed on each pixel by changing the pixel values at bit-level. Finally, the encryption procedure can be achieved by conducting XOR operation between the scrambled image and a secret matrix generated by chaotic map. Our scheme is robust in the sense that the recipient can decrypt the original image successfully even if they are performed with diverse attacks during delivery. Since the initial value of the chaotic map is controlled by the image pixel values in the encryption process, the proposed scheme has a sensitive key space and satisfy the Permutation–diffusion architectures. Comprehensive experimental results show that our proposed method outperforms the state of the arts in terms of low computation complexity and robustness.

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Notes

  1. LENOVO machine with 8 GB RAM and Intel i5-3230M Dual-Core 2.60 GHz.

References

  1. Amalarethinam, D., Geetha, J.: Image encryption and decryption in public key cryptography based on MR. In: Proceedings of the IEEE (2015)

  2. Liu, W., Sun, K., Zhu, C.: A fast image encryption algorithm based on chaotic map. Opt. Lasers Eng. 84, 26–36 (2016)

    Article  Google Scholar 

  3. Zhu, Z., Zhang, W., Wong, K., Yu, H.A.: Chaos-based symmetric image encryption scheme using a bit-level permutation. Inf. Sci. 181, 1171–1186 (2011)

    Article  Google Scholar 

  4. Liu, H., Wang, X.: Color image encryption using spatial bit-level permutation and high-dimension chaotic system. Opt. Commun. 284, 3895–3903 (2011)

    Article  Google Scholar 

  5. Wang, L., Song, H., Liu, P.: A novel hybrid color image encryption algorithm using two complex chaotic systems. Opt. Lasers Eng. 77, 118–125 (2016)

    Article  Google Scholar 

  6. Wang, X., Teng, L., Qin, X.: A novel colour image encryption algorithm based on chaos. Signal Process. 92, 1101–1108 (2012)

    Article  Google Scholar 

  7. Li, Y., Wang, C., Chen, H.: A hyper-chaos-based image encryption algorithm using pixel-level permutation and bit-level permutation. Opt. Lasers Eng. 90, 238–246 (2017)

    Article  Google Scholar 

  8. Chai, X., Chen, Y., Broyde, L.: A novel chaos-based image encryption algorithm using DNA sequence operations. Opt. Lasers Eng. 88, 197–213 (2017)

    Article  Google Scholar 

  9. Liu, H., Wang, X., Kadir, A.: Image encryption using DNA complementary rule and chaotic maps. Appl. Soft Comput. 12, 1457–1466 (2012)

    Article  Google Scholar 

  10. Chen, G., Mao, Y., Chui, C.K.: A symmetric image encryption scheme based on 3D chaotic cat maps. Chaos Solitons Fractals 21(3), 749–761 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  11. Zhang, L., Hu, X., Liu, Y., Wong, K.W., Gan, J.: A chaotic image encryption scheme owning temp-value feedback. Commun. Nonlinear Sci. Numer. Simul. 19, 3653–3659 (2014)

    Article  MathSciNet  Google Scholar 

  12. Zhang, W., Yu, H., Zhao, Y., Zhu, Z.: Image encryption based on three-dimensional bit matrix permutation. Signal Process. 118, 36–50 (2016)

    Article  Google Scholar 

  13. Xu, L., Li, Z., Li, J., Hua, W.: A novel bit-level image encryption algorithm based on chaotic maps. Opt. Lasers Eng. 78, 17–25 (2016)

    Article  Google Scholar 

  14. Tang, Z., Song, J., Zhang, X., Sun, R.: Multiple-image encryption with bit-plane decomposition and chaotic maps. Opt. Lasers Eng. 80, 1–11 (2016)

    Article  Google Scholar 

  15. Wang, X., Gu, S., Zhang, Y.: Novel image encryption algorithm based on cycle shift and chaotic system. Opt. Lasers Eng. 68, 126–134 (2015)

    Article  Google Scholar 

  16. Tang, Z., Zhang, X., Lan, W.: Efficient image encryption with block shuffling and chaotic map. Multimed. Tools Appl. 74, 5429–5448 (2015)

    Article  Google Scholar 

  17. Liu, H., Wang, X.: Color image encryption based on one-time keys and robust chaotic maps. Comput. Math. Appl. 59(10), 3320–3327 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  18. Wang, X., Liu, L., Zhang, Y.: A novel chaotic block image encryption algorithm based on dynamic random growth technique. Opt. Lasers Eng. 66, 10–18 (2015)

    Article  Google Scholar 

  19. Wang, X., Zhang, Y., Bao, X.: A novel chaotic image encryption scheme using DNA sequence operations. Opt. Lasers Eng. 73, 53–61 (2015)

    Article  Google Scholar 

  20. Qin, C., Ji, P., Chang, C., Dong, J., Sun, X.: Non-uniform watermark sharing based on optimal iterative BTC for image tampering recovery. IEEE Multimedia (2018, to appear). https://doi.org/10.1109/MMUL.2018.112142509

    Google Scholar 

  21. Tang, Z., Zhang, X.: Secure image encryption without size limitation using Arnold transform and random strategies. J. Multimed. 6(2), 202–206 (2011)

    Article  Google Scholar 

  22. Li, M., Liang, T., He, Y.: Arnold transform based image scrambling method. In: 3rd International Conference on Multimedia Technology (ICMT 2013), pp. 1309–1316 (2013)

  23. Shang, Z., Ren, H., Zhang, J.: A block location scrambling algorithm of digital image based on Arnold transformation. In: The 9th International Conference for Young Computer Scientists, pp. 2942–2947 (2008)

  24. Liu, S., Guo, C., Sheridan, J.T.: A review of optical image encryption techniques. Opt. Laser Technol. 57, 327–342 (2014)

    Article  Google Scholar 

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

    Article  Google Scholar 

  26. Zhang, G., Liu, Q.: A novel image encryption method based on total shuffling scheme. Opt. Commun. 284, 2775–2780 (2011)

    Article  Google Scholar 

  27. Belazi, A., El-Latif, A., Belghith, S.: A novel image encryption scheme based on substitution-permutation network and chaos. Signal Process. 128, 155–170 (2016)

    Article  Google Scholar 

  28. Liu, Y., Wang, J., Fan, J., Gong, L.: Image encryption algorithm based on chaotic system and dynamic S-boxes composed of DNA sequences. Multimed. Tools Appl. 75, 4363–4382 (2016)

    Article  Google Scholar 

  29. Hu, T., Liu, Y., Gong, L., Ouyang, C.: An image encryption scheme combining chaos with cycle operation for DNA sequences. Nonlinear Dyn. 87, 51–66 (2017)

    Article  Google Scholar 

  30. Qin, C., Zhang, X.: Effective reversible data hiding in encrypted image with privacy protection for image content. J. Vis. Commun. Image Represent. 31, 154–164 (2015)

    Article  Google Scholar 

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Acknowledgements

This work was supported by the Natural Science Foundation of China under Grants (61602295, 61503235) and the Natural Science Foundation of Shanghai (16ZR1413100).

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Authors and Affiliations

  1. College of Computer Science and Technology, Shanghai University of Electric Power, Shanghai, 200090, People’s Republic of China

    Fengyong Li, Haibin Wu, Gang Zhou & Weimin Wei

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  1. Fengyong Li
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  2. Haibin Wu
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  3. Gang Zhou
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Correspondence to Fengyong Li.

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Li, F., Wu, H., Zhou, G. et al. Robust real-time image encryption with aperiodic chaotic map and random-cycling bit shift. J Real-Time Image Proc 16, 775–790 (2019). https://doi.org/10.1007/s11554-018-0801-0

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  • DOI: https://doi.org/10.1007/s11554-018-0801-0

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