Editguard: Versatile image watermarking for tamper localization and copyright protection
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 …
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 …
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 …
information age. However, with the development of this technology, digital images have …
Sepmark: Deep separable watermarking for unified source tracing and deepfake detection
Malicious Deepfakes have led to a sharp conflict over distinguishing between genuine and
forged faces. Although many countermeasures have been developed to detect Deepfakes …
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
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 …
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
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 …
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
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 …
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
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 …
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
The recent success of deep image watermarking has demonstrated the potential of deep
learning for watermarking, which has drawn increasing attention to deep video …
learning for watermarking, which has drawn increasing attention to deep video …
Robust identity perceptual watermark against deepfake face swapping
Notwithstanding offering convenience and entertainment to society, Deepfake face
swapping has caused critical privacy issues with the rapid development of deep generative …
swapping has caused critical privacy issues with the rapid development of deep generative …