article · 2024

Semantic Security: A Digital Watermark Method for Image Semantic Preservation

Tianwei Zuo, Yiping Duan, Qiyuan Du, Xiaoming Tao

Cited by 1Abstract and details only

Abstract

Digital watermarking has long been used to protect digital images from abuse. However, applying digital watermarking to semantic communication remains a challenge. This work introduces a secure coding method that combines semantic coding and digital watermarking techniques. The proposed method selects points in the target image with high semantic importance and embeds watermark information into their position vectors, perpendicular to the embedding domains of previous works. The experiments conducted on the Cityscapes dataset demonstrate that our method integrates well with semantic communication systems. Compared to the previous approach, our proposed method can more completely preserve the structural features of the target image and is better suited for Machine Type Communication (MTC) tasks, such as target detection and semantic segmentation.

Cite this paper

APA 7

Zuo, T., Duan, Y., Du, Q., & Tao, X. (2024). Semantic Security: A Digital Watermark Method for Image Semantic Preservation. https://doi.org/10.1109/icassp48485.2024.10446626

MLA 9

Zuo, Tianwei, et al. “Semantic Security: A Digital Watermark Method for Image Semantic Preservation.” 2024, pp. 4645–49, https://doi.org/10.1109/icassp48485.2024.10446626.

Chicago

Zuo, Tianwei, Yiping Duan, Qiyuan Du, and Xiaoming Tao. 2024. “Semantic Security: A Digital Watermark Method for Image Semantic Preservation.” https://doi.org/10.1109/icassp48485.2024.10446626.

Harvard

Zuo, T. et al. (2024) ‘Semantic Security: A Digital Watermark Method for Image Semantic Preservation’. Available at: https://doi.org/10.1109/icassp48485.2024.10446626.

BibTeX

@article{zuo2024semantic,
  title = {{Semantic Security: A Digital Watermark Method for Image Semantic Preservation}},
  author = {Zuo, Tianwei and Duan, Yiping and Du, Qiyuan and Tao, Xiaoming},
  pages = {4645--4649},
  year = {2024},
  doi = {10.1109/icassp48485.2024.10446626}
}

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