D-SECURE: Dual-Source Evidence Combination for Unified Reasoning in Misinformation Detection 事件

D-SECURE: Dual-Source Evidence Combination for Unified Reasoning in Misinformation Detection arXiv:2602.14441v2 Announce Type: replace Abstract: Multimodal misinformation increasingly mixes realistic im-age edits with fluent but misleading text, producing persuasive posts that are difficult to verify. Existing systems usually rely on a single evidence source. Content-based detectors identify local inconsistencies within an image and its caption but cannot determine global factual truth. Retriev