A Reversible Data-Hiding Method with Prediction-Error Expansion in Compressible Encrypted Images
Source abstract
Abstract
This paper proposes a novel reversible data-hiding method in encrypted images to achieve both a high hiding capacity and good compression performance. The proposed method can also decrypt marked encrypted images without data extraction, so marked images containing a payload can be derived from marked encrypted images. A perceptual encryption algorithm proposed for an encryption-then-compression framework is used to generate compressible encrypted images. In addition, a predictor with high accuracy and a prediction-error expansion and histogram shifting method are used for data hiding. Consequently, the proposed method can compress marked encrypted images without loss using image coding standards and achieve a high hiding rate. Experimental results show the effectiveness of the method in terms of hiding capacity or marked-image quality and lossless compression efficiency.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Steganography and Watermarking Techniques · Chaos-based Image/Signal Encryption · Digital Media Forensic Detection
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Graduate School of Science and Engineering, Chiba University, 1-33 Yayoicho, Chiba 263-8522, Japan
Graduate School of Engineering, Chiba University, 1-33 Yayoicho, Chiba 263-8522, Japan
Department of Computer Science, Tokyo Metropolitan University, 6-6 Asahigaoka, Tokyo 191-0065, Japan
Funding
JSPS KAKENHI · Yutaka Kojima Research Fund of Society of Photography and Imaging of Japan
References (46)
Show source-provided references
1. Reversible data hiding: Advances in the past two decades10.1109/ACCESS.2016.2573308 ↗
2. Wavelet-Based Reversible Watermarking for Authentication10.1117/12.465329 ↗
3. Reversible data hiding10.1109/TCSVT.2006.869964 ↗
4. Fujiyoshi, M., Sato, S., Jin, H.L., and Kiya, H. (October, January 16). A Location-Map Free Reversible Data Hiding Method using Block-Based Single Parameter. Proceedings of the IEEE International Conference on Image Processing, San Antonio, TX, USA.
5. Dynamic improved pixel value ordering reversible data hiding10.1016/j.ins.2019.03.032 ↗
6. Multiple histograms-based reversible data hiding: Framework and realization10.1109/TCSVT.2019.2915584 ↗
7. Reversible Data Hiding Based on Adaptive Multiple Histograms Modification10.1109/TIFS.2021.3069173 ↗
8. Skewed Histogram Shifting for Reversible Data Hiding Using a Pair of Extreme Predictions10.1109/TCSVT.2018.2878932 ↗
9. Location-Based PVO and Adaptive Pairwise Modification for Efficient Reversible Data Hiding10.1109/TIFS.2019.2963766 ↗
10. Improving Pairwise PEE via Hybrid-Dimensional Histogram Generation and Adaptive Mapping Selection10.1109/TCSVT.2018.2859792 ↗
11. Efficient Image Reversible Data Hiding Technique Based on Interpolation Optimization10.1007/s13369-021-05529-3 ↗
12. Novel embedding secrecy within images utilizing an improved interpolation-based reversible data hiding scheme
13. Reversible data hiding for high dynamic range images using two-dimensional prediction-error histogram of the second time prediction10.1016/j.sigpro.2020.107579 ↗
14. Reversible data hiding for high dynamic range images using edge information10.1007/s11042-018-6589-x ↗
15. Efficient separable reversible data hiding algorithm for compressed 3D mesh models10.1016/j.bspc.2021.103265 ↗
16. Lue, T., Jiang, G., Shao, F., and Peng, Z. (2014, January 27–30). Disparity based stereo image reversible data hiding. Proceedings of the IEEE International Conference on Image Processing, Paris, France.
17. A survey of reversible data hiding in encrypted images—The first 12 years10.1016/j.jvcir.2021.103085 ↗
18. Reversible data hiding in encrypted image10.1109/LSP.2011.2114651 ↗
19. An Improved Reversible Data Hiding in Encrypted Images Using Side Match10.1109/LSP.2012.2187334 ↗
20. Separable reversible data hiding in encrypted image10.1109/TIFS.2011.2176120 ↗
21. Reversible data hiding in encrypted images by reserving room before encryption10.1109/TIFS.2013.2248725 ↗
22. Reversible Data Hiding in Encrypted JPEG Bitstream10.1109/TMM.2014.2316154 ↗
23. Reversible data hiding in encrypted image with distributed source encoding10.1109/TCSVT.2015.2418611 ↗
24. An Efficient MSB Prediction-Based Method for High-Capacity Reversible Data Hiding in Encrypted Images10.1109/TIFS.2018.2799381 ↗
25. On the Security of Reversible Data Hiding in Encrypted Images by MSB Prediction10.1109/TIFS.2020.3006382 ↗
26. Puteaux, P., and Puech, W. (2018, January 11–13). EPE-based huge-capacity reversible data hiding in encrypted images. Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS), Hong Kong, China.10.1109/WIFS.2018.8630788 ↗
27. High-capacity reversible data Hiding in encrypted images by bit plane partition and MSB prediction10.1109/ACCESS.2019.2916355 ↗
28. Hirasawa, R., Imaizumi, S., and Kiya, H. (2021, January 9–11). An MSB Prediction-Based Method with Marker Bits for Reversible Data Hiding in Encrypted Images. Proceedings of the IEEE 3rd Global Conference on Life Sciences and Technologies, Nara, Japan.10.1109/LifeTech52111.2021.9391843 ↗
29. A recursive reversible data hiding in encrypted images method with a very high payload10.1109/TMM.2020.2985537 ↗
30. A Reversible Data Hiding Method in Compressible Encrypted Images10.1587/transfun.2020SMP0029 ↗
31. Zhang, Y., and Luo, W. (2022). Vector-based Efficient Data Hiding in Encrypted Images via Multi-MSB Replacement. IEEE Trans. Circuits Syst. Video Technol.10.1109/TCSVT.2022.3183391 ↗
32. Reversible Data Hiding with Hierarchical Embedding for Encrypted Images10.1109/TCSVT.2021.3062947 ↗
33. Arai, E., and Imaizumi, S. (2022). High-Capacity Reversible Data Hiding in Encrypted Images with Flexible Restoration. J. Imaging, 8.10.3390/jimaging8070176 ↗
34. An encryption-then-compression system for JPEG/Motion JPEG standard10.1587/transfun.E98.A.2238 ↗
35. A block-permutation-based encryption scheme with independent processing of RGB components10.1587/transinf.2018EDT0002 ↗
36. An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications10.1561/116.00000048 ↗
37. The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS10.1109/83.855427 ↗
38. (2019). Information Technology—JPEG 2000 Image Coding System—Part 1: Core Coding System (Standard No. ISO/IEC IS–15444–1:2019).
39. Encryption-Then-Compression Systems Using Grayscale-Based Image Encryption for JPEG Images10.1109/TIFS.2018.2881677 ↗
40. On the security of block scrambling-based EtC systems against extended jigsaw puzzle solver attacks10.1587/transinf.2017MUP0001 ↗
41. Privacy-Preserving Image Classification Using an Isotropic Network10.1109/MMUL.2022.3168441 ↗
42. Chang, A.H., and Case, B.M. (2020). Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks. arXiv.
43. SIA-GAN: Scrambling Inversion Attack Using Generative Adversarial Network10.1109/ACCESS.2021.3112684 ↗
44. (2021, December 06). Kodak Lossless True Color Image Suite. Available online: http://www.r0k.us/graphics/kodak/.
45. (2022, August 06). The USC-SIPI Image Database. Available online: https://sipi.usc.edu/database/.
46. (2022, August 06). IHC Evaluation Resources. Available online: https://www.ieice.org/iss/emm/ihc/.