Włodzimierz Kasprzak

Deep fake detection in face images and video by tuning a pretrained CLIP model

This study develops a video deepfake detection system that addresses the critical challenge of cross-dataset generalization in real-world scenarios. It adopts CLIP (Contrastive Language-Image Pre-training) as the foundation, leveraging its strong vision-language representations for detecting subtle facial manipulations...