VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection

Xinghan Li, Junhao Xu, Jingjing Chen

Multimodal large language models (MLLMs) offer a promising path toward interpretable deepfake detection by generating textual explanations. However, the reasoning process of curren…