AI RESEARCH
Towards Generalizable Forgery Detection and Reasoning
arXiv CS.CV
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ArXi:2503.21210v3 Announce Type: replace Accurate and interpretable detection of AI-generated images is essential for mitigating risks associated with AI misuse. However, the substantial domain gap among generative models makes it challenging to develop a generalizable forgery detection model. Moreover, since every pixel in an AI-generated image is synthesized, traditional saliency-based forgery explanation methods are not well suited for this task.