Texture-aware and Shape-guided Transformer for Detecting Sequential DeepFake Manipulations

A novel Texture-aware and Shape-guided Transformer architecture that effectively captures subtle manipulation traces and models the complex correlations between spatial and sequential features to enhance sequential DeepFake detection performance.