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 …

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 …

HDF-Net: Capturing homogeny difference features to localize the tampered image

R Han, X Wang, N Bai, Y Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

Fakeshield: Explainable image forgery detection and localization via multi-modal large language models

Z Xu, X Zhang, R Li, Z Tang, Q Huang… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

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 …

ViTs as backbones: Leveraging vision transformers for feature extraction

O Elharrouss, Y Himeur, Y Mahmood, S Alrabaee… - Information …, 2025 - Elsevier
Abstract The emergence of Vision Transformers (ViTs) has marked a significant shift in the
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 …

AdaIFL: Adaptive Image Forgery Localization via a Dynamic and Importance-Aware Transformer Network

Y Li, F Cheng, W Yu, G Wang, G Luo, Y Zhu - European Conference on …, 2024 - Springer
The rapid development of image processing and manipulation techniques poses
unprecedented challenges in multimedia forensics, especially in Image Forgery Localization …

Harmfully Manipulated Images Matter in Multimodal Misinformation Detection

B Wang, S Wang, C Li, R Guan, X Li - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Nowadays, misinformation is widely spreading over various social media platforms and
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 …