Comprehensive review of watermarking techniques in deep-learning environments

HK Singh, AK Singh - Journal of Electronic Imaging, 2023 - spiedigitallibrary.org
Recently, the demand for the generation, sharing, and storage of massive amounts of
multimedia information—especially in the form of images—from different intelligent devices …

Concealed attack for robust watermarking based on generative model and perceptual loss

Q Li, X Wang, B Ma, X Wang, C Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
While existing watermarking attack methods can disturb the correct extraction of watermark
information, the visual quality of watermarked images will be greatly damaged. Therefore, a …

Adaptor: Improving the robustness and imperceptibility of watermarking by the adaptive strength factor

B Wang, Y Wu, G Wang - … on Circuits and Systems for Video …, 2023 - ieeexplore.ieee.org
In watermarking, the watermark embedding strength is crucial, and the introduction of the
strength factor can adjust the trade-off between the quality of the encoded image and the …

RD-IWAN: Residual dense based imperceptible watermark attack network

C Wang, Q Hao, S Xu, B Ma, Z Xia, Q Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Digital watermarking technology and watermark attack methods are mutually reinforcing and
complementary. Currently, traditional watermark attack methods are relatively mature, but …

MuST: Robust Image Watermarking for Multi-Source Tracing

G Wang, Z Ma, C Liu, X Yang, H Fang… - Proceedings of the …, 2024 - ojs.aaai.org
In recent years, with the popularity of social media applications, massive digital images are
available online, which brings great convenience to image recreation. However, the use of …

Robust texture-aware local adaptive image watermarking with perceptual guarantee

Y Huang, H Guan, J Liu, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Watermarking involves embedding a watermark in an image and later extracting it to prove
the image's copyright. In most cases, a complete image contains both smooth and textured …

Encoded feature enhancement in watermarking network for distortion in real scenes

H Fang, Z Jia, H Zhou, Z Ma… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Deep-learning based watermarking framework has been extensively studied recently. The
main structure of such framework is an encoder, a noise layer and a decoder. By training …

Robust periodic blind watermarking based on sub-block mapping and block encryption

J Wang, D Wu, L Li, J Zhao, H Wu, Y Tang - Expert Systems with …, 2023 - Elsevier
Digital watermarking is of critical importance in multimedia copyright protection. However,
with the development of Internet technologies, the combined attacks of complex …

Entropy based adaptive color image watermarking technique in color space

S Kumar, S Verma, BK Singh, V Kumar… - Multimedia Tools and …, 2024 - Springer
Digital watermarking can be used to ensure the authenticity and copyright protection of
images. In watermarking balancing the trade-offs between its features is an important issue …

Anonymous, secure, traceable, and efficient decentralized digital forensics

M Li, Y Shen, G Ye, J He, X Zheng… - … on Knowledge and …, 2023 - ieeexplore.ieee.org
Digital forensics is crucial to fight crimes around the world. Decentralized Digital Forensics
(DDF) promotes it to another level by channeling the power of blockchain into digital …