AINeutralarXiv – CS AI · 7h ago6/10
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CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection
Researchers introduce CORE, a conflict-oriented reasoning framework that enhances multimodal large language models to detect AI-generated fake news by identifying semantic and physical inconsistencies across images and text. The approach uses a specially annotated Conflict Attribution Corpus and demonstrates superior generalization to unseen manipulation types compared to existing detection methods.