Editguard: Versatile image watermarking for tamper localization and copyright protection

X Zhang, R Li, J Yu, Y Xu, W Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
In the era of AI-generated content (AIGC) malicious tampering poses imminent threats to
copyright integrity and information security. Current deep image watermarking while widely …

Diffusionshield: A watermark for copyright protection against generative diffusion models

Y Cui, J Ren, H Xu, P He, H Liu, L Sun, Y **ng… - arxiv preprint arxiv …, 2023 - arxiv.org
Recently, Generative Diffusion Models (GDMs) have showcased their remarkable
capabilities in learning and generating images. A large community of GDMs has naturally …

V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection

X Zhang, Y Xu, R Li, J Yu, W Li, Z Xu… - Proceedings of the 32nd …, 2024 - dl.acm.org
AI-generated video has revolutionized short video production, filmmaking, and personalized
media, making video local editing an essential tool. However, this progress also blurs the …

Learning-based image steganography and watermarking: A survey

K Hu, M Wang, X Ma, J Chen, X Wang… - Expert Systems with …, 2024 - Elsevier
Extensive research has been conducted on image steganography and watermarking
algorithms, owing to their crucial rules in secret data transmission, copyright protection, and …

Review of image forensic techniques based on deep learning

C Shi, L Chen, C Wang, X Zhou, Z Qin - Mathematics, 2023 - mdpi.com
Digital images have become an important carrier for people to access information in the
information age. However, with the development of this technology, digital images have …

Wavmark: Watermarking for audio generation

G Chen, Y Wu, S Liu, T Liu, X Du, F Wei - arxiv preprint arxiv:2308.12770, 2023 - arxiv.org
Recent breakthroughs in zero-shot voice synthesis have enabled imitating a speaker's voice
using just a few seconds of recording while maintaining a high level of realism. Alongside its …

Sepmark: Deep separable watermarking for unified source tracing and deepfake detection

X Wu, X Liao, B Ou - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Malicious Deepfakes have led to a sharp conflict over distinguishing between genuine and
forged faces. Although many countermeasures have been developed to detect Deepfakes …

Robust-Wide: Robust Watermarking Against Instruction-Driven Image Editing

R Hu, J Zhang, T Xu, J Li, T Zhang - European Conference on Computer …, 2024 - Springer
Instruction-driven image editing allows users to quickly edit an image according to text
instructions in a forward pass. Nevertheless, malicious users can easily exploit this …

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 watermarking using generative priors against image editing: From benchmarking to advances

S Lu, Z Zhou, J Lu, Y Zhu, AWK Kong - arxiv preprint arxiv:2410.18775, 2024 - arxiv.org
Current image watermarking methods are vulnerable to advanced image editing techniques
enabled by large-scale text-to-image models. These models can distort embedded …