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 …

Spatial-separated curve rendering network for efficient and high-resolution image harmonization

J Liang, X Cun, CM Pun, J Wang - European Conference on Computer …, 2022 - Springer
Image harmonization aims to modify the color of the composited region according to the
specific background. Previous works model this task as a pixel-wise image translation using …

Fine-grained Visible Watermark Removal

L Niu, X Zhao, B Zhang… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Visible watermark removal aims to erase the watermark from watermarked image and
recover the background image, which is a challenging task due to the diverse watermarks …

DENet: disentangled embedding network for visible watermark removal

R Sun, Y Su, Q Wu - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Adding visible watermark into image is a common copyright protection method of medias.
Meanwhile, public research on watermark removal can be utilized as an adversarial …

Visible watermark removal via self-calibrated localization and background refinement

J Liang, L Niu, F Guo, T Long, L Zhang - Proceedings of the 29th ACM …, 2021 - dl.acm.org
Superimposing visible watermarks on images provides a powerful weapon to cope with the
copyright issue. Watermark removal techniques, which can strengthen the robustness of …

Hierarchical Contrastive Learning for Pattern-Generalizable Image Corruption Detection

X Feng, Y Xu, G Lu, W Pei - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Effective image restoration with large-size corruptions, such as blind image inpainting,
entails precise detection of corruption region masks which remains extremely challenging …

Universal watermark vaccine: Universal adversarial perturbations for watermark protection

J Chen, X Liu, S Liang, X Jia… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
As computing ability continues to rapidly develop, neural networks have found widespread
use in various fields. However, in the realm of visible watermarking for image copyright …

Invisible image watermarks are provably removable using generative ai

X Zhao, K Zhang, Z Su, S Vasan, I Grishchenko… - arXiv preprint arXiv …, 2023 - arxiv.org
Invisible watermarks safeguard images' copyright by embedding hidden messages only
detectable by owners. They also prevent people from misusing images, especially those …

An improved u-net for watermark removal

L Fu, B Shi, L Sun, J Zeng, D Chen, H Zhao, C Tian - Electronics, 2022 - mdpi.com
Convolutional neural networks (CNNs) with different layers have performed with excellent
results in watermark removal. However, how to extract robust and effective features via …

RemovalNet: DNN Fingerprint Removal Attacks

H Yao, Z Li, K Huang, J Lou, Z Qin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the performance of deep neural networks (DNNs) remarkably improving, DNNs have
been widely used in many areas. Consequently, the DNN model has become a valuable …