Preprint Open access
Forensic Reserve: Eliciting Latent Knowledge for Image Forgery Detection
As generated images become increasingly realistic, reliable forgery detection is essential for maintaining trust in visual information. However, existing methods primarily rely on task-specific supervision to adapt vision foundation model representations, without fully exploiting internal forensic knowledge to guide de …