Three-Dimensional Mesh Steganography and Steganalysis: A Review
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Abstract (arXiv)
Three-dimensional (3-D) meshes are commonly used to represent virtual surfaces and volumes. Over the past decade, 3-D meshes have emerged in industrial, medical, and entertainment applications, being of large practical significance for 3-D mesh steganography and steganalysis. In this article, we provide a systematic survey of the literature on 3-D mesh steganography and steganalysis. Compared with an earlier survey [1], we propose a new taxonomy of steganographic algorithms with four categories: 1) two-state domain, 2) LSB domain, 3) permutation domain, and 4) transform domain. Regarding steganalysis algorithms, we divide them into two categories: 1) universal steganalysis and 2) specific steganalysis. For each category, the history of technical developments and the current technological level are introduced and discussed. Finally, we highlight some promising future research directions and challenges in improving the performance of 3-D mesh steganography and steganalysis.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Apr 2021.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 0; 2025: 2.
5 papers.
- 2023Generative AI meets 3D: A Survey on Text-to-3D in AIGC Eracited by 61
- 2025All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splattingcited by 15
- 2023Implicit Steganography Beyond the Constraints of Modalitycited by 1
- 20223D-VFD: A Victim-free Detector against 3D Adversarial Point Cloudscited by 0
- 2025Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potentialcited by 0
- 2025Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potential15 Nov 2025
- 2025All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting10 Mar 2025
- 2023Implicit Steganography Beyond the Constraints of Modality9 Dec 2023
- 2023Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era10 May 2023
- 20223D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds18 May 2022