Skip to main content
SpringerLink
Log in

Secure Image Encryption Model for Cloud-Based Healthcare Storage Using Hyperchaos and DNA Encoding

  • Conference paper
  • First Online:
Computational Intelligence in Data Science (ICCIDS 2023)

Part of the book series: IFIP Advances in Information and Communication Technology ((IFIPAICT,volume 673))

Included in the following conference series:

  • 122 Accesses

Abstract

In recent years, security and privacy have drawn a lot of attention due to digital communications and the widespread usage of multimedia transmissions over unsecured channels. In every area of analytics, digital images are essential. Sensitive image information like fingerprints, medical records, or defense satellite images needs to be securely stored and processed in a cloud server. In this article, we come up with a novel image encryption model for medical images utilizing a combination of chaotic maps over the DNA-encoded image with bit plane scrambling. Hyperchaotic maps are used to generate confusion keys and Chaotic maps are used for diffusion keys generation. The robustness and resistance of the system to attacks like differential attacks and statistical attacks are shown and extensively analyzed in terms of the security of the proposed model.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 119.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Broz, M.: How many photos are there? (2023) 50+ Photos Statistics (2023). https://photutorial.com/photos-statistics/

  2. Moosavi, S.R., Izadifar, A.: End-to-end security scheme for E-health systems using DNA-based ECC. In: Chang, S.Y., Bathen, L., Di Troia, F., Austin, T.H., Nelson, A.J. (eds.) SVCC 2021. CCIS, vol. 1536, pp. 77–89. Springer, Cham (2022). https://doi.org/10.1007/978-3-030-96057-5_6

    Chapter  Google Scholar 

  3. Kaur, M., Kumar, V.: A comprehensive review on image encryption techniques. Arch. Comput. Methods Eng. 27(1), 15–43 (2020). https://doi.org/10.1007/s11831-018-9298-8

    Article  MathSciNet  Google Scholar 

  4. Paul, L.S.J., Gracias, C., Desai, A., Thanikaiselvan, V., Suba Shanthini, S., Rengarajan, A.: A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2. Multimed. Tools Appl. 81, 37873–37894 (2022)

    Article  Google Scholar 

  5. Namasudra, S.: A secure cryptosystem using DNA cryptography and DNA steganography for the cloud-based IoT infrastructure. Comput. Electr. Eng. 104, 12 (2022)

    Article  Google Scholar 

  6. Wan, Y., Gu, S., Du, B.: A new image encryption algorithm based on composite chaos and hyperchaos combined with DNA coding. Entropy 22(2), 2 (2020)

    Article  MathSciNet  Google Scholar 

  7. Priyanka, Singh, A.K.: A survey of image encryption for healthcare applications. Evol. Intel. 16, 801–818 (2023). https://doi.org/10.1007/s12065-021-00683-x

  8. Rakheja, P., Vig, R., Singh, P.: Double image encryption using 3D Lorenz chaotic system, 2D non-separable linear canonical transform and QR decomposition. Opt. Quant. Electron. 52(2), 2 (2020)

    Article  Google Scholar 

  9. Lin, C.H., et al.: Intelligent symmetric cryptography with chaotic map and quantum based key generator for medical images infosecurity. IEEE Access 9, 118 624–118 639 (2021)

    Google Scholar 

  10. Bao, W., Zhu, C.: A secure and robust image encryption algorithm based on compressive sensing and DNA coding (2022)

    Google Scholar 

  11. Arthi, G., Thanikaiselvan, V., Amirtharajan, R.: 4D Hyperchaotic map and DNA encoding combined image encryption for secure communication, pp. 15 859–15 878 (2022)

    Google Scholar 

  12. Namasudra, S., Chakraborty, R., Majumder, A., Moparthi, N.R.: Securing multimedia by using DNA-based encryption in the cloud computing environment. ACM Trans. Multimed. Comput. Commun. Appl. 16(3s), 1 (2021)

    Article  Google Scholar 

  13. Zhang, J., Huo, D.: Image encryption algorithm based on quantum chaotic map and DNA coding. Multimed. Tools Appl. 78(11), 15 605–15 621 (2019)

    Google Scholar 

  14. Sukumar, A., Subramaniyaswamy, V., Ravi, L., Vijayakumar, V., Indragandhi, V.: Robust image steganography approach based on RIWT-Laplacian pyramid and histogram shifting using deep learning. Multimed. Syst. 27(4), 651–666 (2021). https://doi.org/10.1007/s00530-020-00665-6

    Article  Google Scholar 

  15. Kumar, A.: Data security and privacy using DNA cryptography and AES method in cloud computing. In: Proceedings of the 5th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2021, pp. 1529–1535 (2021)

    Google Scholar 

  16. Li, C., Luo, G., Qin, K., Li, C.: An image encryption scheme based on chaotic tent map. Nonlinear Dyn. 87(1), 127–133 (2017)

    Article  Google Scholar 

  17. Mishra, K., Saharan, R.: A fast image encryption technique using henon chaotic map. In: Pati, B., Panigrahi, C.R., Misra, S., Pujari, A.K., Bakshi, S. (eds.) Progress in Advanced Computing and Intelligent Engineering. AISC, vol. 713, pp. 329–339. Springer, Singapore (2019). https://doi.org/10.1007/978-981-13-1708-8_30

    Chapter  Google Scholar 

  18. Ma, J., Yang, Y.: Hyperchaos numerical simulation and control in a 4D hyperchaotic system. Discrete Dyn. Nat. Soc. 2013, 1–16 (2013)

    MathSciNet  MATH  Google Scholar 

  19. Brahim, A.H., Pacha, A.A., Said, N.H.: A new image encryption scheme based on a hyperchaotic system & multi specific S-boxes. Inf. Secur. J. 32, 59–75 (2021)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science and Engineering, College of Engineering Guindy, Anna University, Chennai, 600025, India

    Arun Amaithi Rajan, Vetriselvi Vetrian & Aruna Gladys

Authors
  1. Arun Amaithi Rajan
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Vetriselvi Vetrian
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Aruna Gladys
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Arun Amaithi Rajan .

Editor information

Editors and Affiliations

  1. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

    Sarath Chandran K R

  2. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

    Sujaudeen N

  3. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

    Beulah A

  4. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

    Shahul Hamead H

Rights and permissions

Reprints and permissions

Copyright information

© 2023 IFIP International Federation for Information Processing

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Amaithi Rajan, A., Vetrian, V., Gladys, A. (2023). Secure Image Encryption Model for Cloud-Based Healthcare Storage Using Hyperchaos and DNA Encoding. In: Chandran K R, S., N, S., A, B., Hamead H, S. (eds) Computational Intelligence in Data Science. ICCIDS 2023. IFIP Advances in Information and Communication Technology, vol 673. Springer, Cham. https://doi.org/10.1007/978-3-031-38296-3_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-38296-3_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-38295-6

  • Online ISBN: 978-3-031-38296-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Societies and partnerships

Search

Navigation