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Article

Secure Reversible Data Hiding Using Block-Wise Histogram Shifting

by
Samar Kamil Khudhair
1,
Monalisa Sahu
2,
Raghunandan K. R.
3 and
Aditya Kumar Sahu
4,*
1
Department of Business Administration Techniques, Technical college management, Middle Technical University, Bab Al Moatham, Baghdad 10047, Iraq
2
Department of CSE, School of Engineering and Technology, GIET University, Gunupur 765022, Odisha, India
3
Department of Computer Science and Engineering, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte 574110, Karnataka, India
4
Amrita School of Computing, Amrita Vishwa Vidyapeetham, Amaravati 522502, Andhra Pradesh, India
*
Author to whom correspondence should be addressed.
Electronics 2023, 12(5), 1222; https://doi.org/10.3390/electronics12051222
Submission received: 1 February 2023 / Revised: 18 February 2023 / Accepted: 22 February 2023 / Published: 3 March 2023
(This article belongs to the Section Artificial Intelligence)

Abstract

Reversible data hiding (RDH) techniques recover the original cover image after data extraction. Thus, they have gained popularity in e-healthcare, law forensics, and military applications. However, histogram shifting using a reversible data embedding technique suffers from low embedding capacity and high variability. This work proposes a technique in which the distribution obtained from the cover image determines the pixels that attain a peak or zero distribution. Afterward, adjacent histogram bins of the peak point are shifted, and data embedding is performed using the least significant bit (LSB) technique in the peak pixels. Furthermore, the robustness and embedding capacity are improved using the proposed dynamic block-wise reversible embedding strategy. Besides, the secret data are encrypted before embedding to further strengthen security. The experimental evaluation suggests that the proposed work attains superior stego images with a peak signal-to-noise ratio (PSNR) of more than 58 dB for 0.9 bits per pixel (BPP). Additionally, the results of the two-sample t-test and the Kolmogorov–Smirnov test reveal that the proposed work is resistant to attacks.
Keywords: reversible data hiding; histogram shifting; imperceptibility; embedding capacity reversible data hiding; histogram shifting; imperceptibility; embedding capacity

Share and Cite

MDPI and ACS Style

Kamil Khudhair, S.; Sahu, M.; K. R., R.; Sahu, A.K. Secure Reversible Data Hiding Using Block-Wise Histogram Shifting. Electronics 2023, 12, 1222. https://doi.org/10.3390/electronics12051222

AMA Style

Kamil Khudhair S, Sahu M, K. R. R, Sahu AK. Secure Reversible Data Hiding Using Block-Wise Histogram Shifting. Electronics. 2023; 12(5):1222. https://doi.org/10.3390/electronics12051222

Chicago/Turabian Style

Kamil Khudhair, Samar, Monalisa Sahu, Raghunandan K. R., and Aditya Kumar Sahu. 2023. "Secure Reversible Data Hiding Using Block-Wise Histogram Shifting" Electronics 12, no. 5: 1222. https://doi.org/10.3390/electronics12051222

APA Style

Kamil Khudhair, S., Sahu, M., K. R., R., & Sahu, A. K. (2023). Secure Reversible Data Hiding Using Block-Wise Histogram Shifting. Electronics, 12(5), 1222. https://doi.org/10.3390/electronics12051222

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