Multi-carrier information hiding based on projection-driven vertex embedding in 3D models
To enhance the robustness of single 3D model carriers in information hiding, this paper proposes a multi-carrier steganography algorithm based on vertex projection of 3D models. The algorithm improves the embedding capacity and attack resistance by fusing multiple 3D models into a geometrically invariant space using centroid coincidence and tangent plane projection. Secret information is embedded by adjusting the position of central vertices in the projection plane of their 1-ring neighborhoods. Experimental results demonstrate that the proposed method achieves strong robustness against translation, rotation, simplification, random noise, and shear attacks. Specifically, the proposed algorithm achieves a peak SNR of 47.87 dB on the xyzrgb_dragon model, significantly outperforming other algorithms, and maintains a lower BER under various attack intensities-for instance, less than 0.1 under 30% simplification and 0.001 random noise. These results confirm the superior invisibility and robustness of the proposed multi-carrier information hiding scheme.
Authors
- Zhuoyi Dan
- H. Chen (ORCID: https://orcid.org/0009-0001-2904-7203)
- Mingkun Yang (ORCID: https://orcid.org/0000-0002-9210-4098)
- Yvonne Ou (ORCID: https://orcid.org/0000-0001-6942-8580)
- Jie Ke (ORCID: https://orcid.org/0000-0002-1784-0554)
- Chenglong Zhao
Institutions
- Chang'an University (CN)
- Guilin University of Aerospace Technology (CN)
- Beibu Gulf University (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-09-26
- DOI
- https://doi.org/10.1371/journal.pone.0331588
- Citations
- 2
- Primary Topic
- Advanced Steganography and Watermarking Techniques
- Type
- article
- Field-Weighted Citation Impact
- 2.55