LDR-Net detects AI-generated images by combining a gradient residual with a random-weight local pattern descriptor, reporting top accuracy across GAN and diffusion generators.
Detection of gan- generated images by estimating artifact similarity
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LDR-Net: A Novel Framework for AI-generated Image Detection via Localized Discrepancy Representation
LDR-Net detects AI-generated images by combining a gradient residual with a random-weight local pattern descriptor, reporting top accuracy across GAN and diffusion generators.