Cross-Modal Inconsistency Mining for Detecting and Grounding Multi-Modal Media Manipulation
Generative models can now forge the visual and the textual channel of a news item at the same time, producing multi-modal fake media that erodes public trust and threatens the integrity of the information ecosystem. A trustworthy defense must go beyond a binary real or fake verdict and also ground the manipulation, tha...