Skip to main content

Reversible Data Hiding in Partially-Encrypted Images

  • Conference paper
  • First Online:
Cloud Computing and Security (ICCCS 2018)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11065))

Included in the following conference series:

Abstract

This paper presents a novel reversible data hiding method for medical images with privacy protection in only partial of the image areas. Specifically, only those areas with privacy protection requirement are encrypted. Firstly, the cover image is segmented into two layers including the foreground layer where privacy information exists, and the background layer. Then, a parameter termed as shadowing factor is proposed to balance the requirements of privacy protection and embedding capacity. With the shadowing factor, the privacy area and the embedding area are obtained. Finally, location scrambling is employed to encrypt the privacy area, and data are embedded into the embedding area. The benefits of the proposed partial-encryption based RDH method are in three folds: improving the embedding capacity, providing implementation flexibility in choosing existing data hiding techniques, and presenting users with the capability of understanding some of the image content from the partially-encrypted image even without decryption.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Shi, Y.-Q., Li, X., Zhang, X., Wu, H.T., Ma, B.: Reversible data hiding: advances in the past two decades. IEEE Access 4, 3210–3237 (2016)

    Article  Google Scholar 

  2. Zhang, X.: Reversible data hiding in encrypted images. IEEE Signal Process. Lett. 18(4), 255–258 (2011)

    Article  Google Scholar 

  3. Huang, F., Huang, J., Shi, Y.-Q.: New framework for reversible data hiding in encrypted domain. IEEE Trans. Inf. Forensics Secur. 11, 2777–2789 (2016)

    Article  Google Scholar 

  4. Hong, W., Chen, T.S., Wu, H.Y.: An improved reversible data hiding in encrypted images using side match. IEEE Signal Process. Lett. 19(4), 199–202 (2012)

    Article  Google Scholar 

  5. Zhang, W., Ma, K., Yu, N.: Reversibility improved data hiding in encrypted images. Signal Process. 94, 118–127 (2014)

    Article  Google Scholar 

  6. Ma, K., Zhang, W., Zhao, X., Yu, N., Li, F.: Reversible data hiding in encrypted images by reserving room before encryption. IEEE Trans. Inf. Forensics Secur. 8(3), 553–562 (2013)

    Article  Google Scholar 

  7. Li, X., Zhang, W., Gui, X., Yang, B.: Efficient reversible data hiding based on multiple histograms modification. IEEE Trans. Inf. Forensics Secur. 10(9), 2016–2027 (2015)

    Article  Google Scholar 

  8. Li, X., Li, B., Yang, B., Zeng, T.: General framework to histogram-shifting-based reversible data hiding. IEEE Trans. Image Process. 22(6), 2181–2191 (2013)

    Article  MathSciNet  Google Scholar 

  9. Li, X., Li, J., Li, B., Yang, B.: High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion. Signal Process. 93(1), 198–205 (2013)

    Article  Google Scholar 

  10. Otsu, N.: A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man Cybern. 9(1), 62–66 (1979)

    Article  Google Scholar 

  11. National Biomedical Imaging Archive (NBIA) [Online]. https://imaging.nci.nih.gov/ncia/login.jsf#

  12. Xu, D., Wang, R.: Separable and error-free reversible data hiding in encrypted images. Signal Process. 123, 9–21 (2016)

    Article  Google Scholar 

Download references

Acknowledgment

This work was supported in part by the National Natural Science Foundation of China under grants 61379156 and 61772573, and in part by the Science and Technology Program of Guangzhou, China under grant 201707010029.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haishan Chen .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Chen, H., Hong, W., Ni, J., Chen, TS. (2018). Reversible Data Hiding in Partially-Encrypted Images. In: Sun, X., Pan, Z., Bertino, E. (eds) Cloud Computing and Security. ICCCS 2018. Lecture Notes in Computer Science(), vol 11065. Springer, Cham. https://doi.org/10.1007/978-3-030-00012-7_61

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-00012-7_61

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-00011-0

  • Online ISBN: 978-3-030-00012-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics