A comprehensive survey on robust image watermarking

W Wan, J Wang, Y Zhang, J Li, H Yu, J Sun - Neurocomputing, 2022‏ - Elsevier
With the rapid development and popularity of the Internet, multimedia security has become a
general essential concern. Especially, as manipulation of digital images gets much easier …

The stable signature: Rooting watermarks in latent diffusion models

P Fernandez, G Couairon, H Jégou… - Proceedings of the …, 2023‏ - openaccess.thecvf.com
Generative image modeling enables a wide range of applications but raises ethical
concerns about responsible deployment. This paper introduces an active strategy combining …

Diffusionshield: A watermark for copyright protection against generative diffusion models

Y Cui, J Ren, H Xu, P He, H Liu, L Sun, Y ** framework
K Liu, I Perov, D Gao, N Chervoniy, W Zhou… - Pattern Recognition, 2023‏ - Elsevier
Face swap** has drawn a lot of attention for its compelling performance. However, current
deepfake methods suffer the effects of obscure workflow and poor performance. To solve …

What can discriminator do? towards box-free ownership verification of generative adversarial networks

Z Huang, B Li, Y Cai, R Wang, S Guo… - Proceedings of the …, 2023‏ - openaccess.thecvf.com
Abstract In recent decades, Generative Adversarial Network (GAN) and its variants have
achieved unprecedented success in image synthesis. However, well-trained GANs are …

A watermark-conditioned diffusion model for ip protection

R Min, S Li, H Chen, M Cheng - European Conference on Computer …, 2024‏ - Springer
The ethical need to protect AI-generated content has been a significant concern in recent
years. While existing watermarking strategies have demonstrated success in detecting …