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 …
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 …
HDF-Net: Capturing homogeny difference features to localize the tampered image
Modern image editing software enables anyone to alter the content of an image to deceive
the public, which can pose a security hazard to personal privacy and public safety. The …
the public, which can pose a security hazard to personal privacy and public safety. The …
Fakeshield: Explainable image forgery detection and localization via multi-modal large language models
The rapid development of generative AI is a double-edged sword, which not only facilitates
content creation but also makes image manipulation easier and more difficult to detect …
content creation but also makes image manipulation easier and more difficult to detect …
Image forgery detection by combining visual transformer with variational autoencoder network
IG Atak, A Yasar - Applied Soft Computing, 2024 - Elsevier
Recently, the applications and artificial intelligences used for image manipulation have
become quite successful. In this case, the manipulation of personal data can lead to …
become quite successful. In this case, the manipulation of personal data can lead to …
ViTs as backbones: Leveraging vision transformers for feature extraction
Abstract The emergence of Vision Transformers (ViTs) has marked a significant shift in the
field of computer vision, presenting new methodologies that challenge traditional …
field of computer vision, presenting new methodologies that challenge traditional …
Weakly-Supervised Cross-Contrastive Learning Network for Image Manipulation Detection and Localization
R Bai - Knowledge-Based Systems, 2025 - Elsevier
With the significant reduction in the cost of image manipulation due to advancements in
image editing tools, it is crucial to investigate methods for detecting image manipulation …
image editing tools, it is crucial to investigate methods for detecting image manipulation …
AdaIFL: Adaptive Image Forgery Localization via a Dynamic and Importance-Aware Transformer Network
The rapid development of image processing and manipulation techniques poses
unprecedented challenges in multimedia forensics, especially in Image Forgery Localization …
unprecedented challenges in multimedia forensics, especially in Image Forgery Localization …
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection
Nowadays, misinformation is widely spreading over various social media platforms and
causes extremely negative impacts on society. To combat this issue, automatically …
causes extremely negative impacts on society. To combat this issue, automatically …
MLPN: Multi-Scale Laplacian Pyramid Network for deepfake detection and localization
Y Zhang, W Lin, J Xu, W Xu, Y Xu - Journal of Information Security and …, 2025 - Elsevier
Sophisticated and realistic facial manipulation videos created by deepfake technology have
become ubiquitous, leading to profound trust crises and security risks in contemporary …
become ubiquitous, leading to profound trust crises and security risks in contemporary …