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 …

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 …

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 …

DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text

T Munyer, A Tanvir, A Das, X Zhong - arXiv preprint arXiv:2305.05773, 2023 - arxiv.org
The rapid advancement of Large Language Models (LLMs) has significantly enhanced the
capabilities of text generators. With the potential for misuse escalating, the importance of …

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… - arXiv preprint arXiv …, 2024 - arxiv.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 …

A brief, in-depth survey of deep learning-based image watermarking

X Zhong, A Das, F Alrasheedi, A Tanvir - Applied Sciences, 2023 - mdpi.com
This paper presents a comprehensive survey of deep learning-based image watermarking;
this technique entails the invisible embedding and extraction of watermarks within a cover …

DeNoL: A Few-Shot-Sample-Based Decoupling Noise Layer for Cross-channel Watermarking Robustness

H Fang, K Chen, Y Qiu, J Liu, K Xu, C Fang… - Proceedings of the 31st …, 2023 - dl.acm.org
Cross-channel (eg Screen-to-Camera) robustness is an urgent requirement for modern
watermarking systems. To realize such robustness, training a network that can precisely …

A Novel Deep Video Watermarking Framework with Enhanced Robustness to H. 264/AVC Compression

Y Zhang, J Ni, W Su, X Liao - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
The recent success of deep image watermarking has demonstrated the potential of deep
learning for watermarking, which has drawn increasing attention to deep video …

Robust identity perceptual watermark against deepfake face swapping

T Wang, M Huang, H Cheng, B Ma, Y Wang - arXiv preprint arXiv …, 2023 - arxiv.org
Notwithstanding offering convenience and entertainment to society, Deepfake face
swapping has caused critical privacy issues with the rapid development of deep generative …