AI RESEARCH
UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
arXiv CS.AI
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ArXi:2510.03161v2 Announce Type: replace-cross With the rapid advancements in image generation, synthetic images have become increasingly realistic, posing significant societal risks, such as misinformation and fraud. Forgery Image Detection and Localization (FIDL) thus emerges as essential for maintaining information integrity and societal security.