3 papers
cs.CV2025
Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark
Ruiyang Xia, Dawei Zhou, Decheng Liu +4
Face swapping, recognized as a privacy and security concern, has prompted considerable defensive research. With the advancements in AI-generated content, the discrepancies between…
cs.CV2025
MLEP: Multi-granularity Local Entropy Patterns for Universal AI-generated Image Detection
Lin Yuan, Xiaowan Li, Yan Zhang +3
Advancements in image generation technologies have raised significant concerns about their potential misuse, such as producing misinformation and deepfakes. Therefore, there is an…
cs.CV2025
Big Brother is Watching: Proactive Deepfake Detection via Learnable Hidden Face
Hongbo Li, Shangchao Yang, Ruiyang Xia +2
As deepfake technologies continue to advance, passive detection methods struggle to generalize with various forgery manipulations and datasets. Proactive defense techniques have be…