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 …

Watermark vaccine: Adversarial attacks to prevent watermark removal

X Liu, J Liu, Y Bai, J Gu, T Chen, X Jia… - European Conference on …, 2022 - Springer
As a common security tool, visible watermarking has been widely applied to protect
copyrights of digital images. However, recent works have shown that visible watermarks can …

Finding robust domain from attacks: A learning framework for blind watermarking

SM Mun, SH Nam, H Jang, D Kim, HK Lee - Neurocomputing, 2019 - Elsevier
In recent years, some researchers have been interested in whether robustness and
blindness can be simultaneously secured in a watermarking based on machine learning …

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 …

An automated and robust image watermarking scheme based on deep neural networks

X Zhong, PC Huang, S Mastorakis… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Digital image watermarking is the process of embedding and extracting a watermark covertly
on a cover-image. To dynamically adapt image watermarking algorithms, deep learning …

Using deep learning for image watermarking attack

MW Hatoum, JF Couchot, R Couturier… - Signal Processing: Image …, 2021 - Elsevier
Digital image watermarking has justified its suitability for copyright protection and copy
control of digital images. In the past years, various watermarking schemes were proposed to …

A novel model watermarking for protecting generative adversarial network

T Qiao, Y Ma, N Zheng, H Wu, Y Chen, M Xu, X Luo - Computers & Security, 2023 - Elsevier
With the advance of deep learning, it definitely has achieved the unprecedented success in
the community of artificial intelligence. However, the issue of the intellectual property (IP) …

Light weight CNN based robust image watermarking scheme for security

R Dhaya - Journal of information technology and digital world, 2021 - irojournals.com
In recent years, digital watermarking has improved the accuracy and resistance of
watermarked images against many assaults, such as various noises and random dosage …

Robust watermarking for deep neural networks via bi-level optimization

P Yang, Y Lao, P Li - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Deep neural networks (DNNs) have become state-of-the-art in many application domains.
The increasing complexity and cost for building these models demand means for protecting …

A generalized deep neural network approach for digital watermarking analysis

W Ding, Y Ming, Z Cao, CT Lin - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Technology advancement has facilitated digital content, such as images, being acquired in
large volumes. However, requirement from the privacy or legislation perspective still …