CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection 事件

CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection arXiv:2606.03066v1 Announce Type: new Abstract: The rapid rise of generative AI has made multimodal fake news increasingly realistic and pervasive, posing severe threats to public trust and social stability. Existing detection methods rely heavily on manipulation-specific models and large-scale labeled data, resulting in poor generalization to emerging manipulation types. We observed that the essence of manipulated