AI RESEARCH
How Noise Benefits AI-generated Image Detection
arXiv CS.CV
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ArXi:2511.16136v2 Announce Type: replace The rapid advancement of generative models has made real and synthetic images increasingly indistinguishable. Although extensive efforts have been devoted to detecting AI-generated images, out-of-distribution generalization remains a persistent challenge. We trace this weakness to spurious shortcuts exploited during