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Gang Cao

2 papers indexed

arxivcs.CVcs.CR2026-07-12

Effective Synthetic Image Detection via Noise Residual Clustering

Caihui Yan, Gang Cao, Huawei Tian, Zhen Li, Yuhang Zhai

The rapid advancement of generative artificial intelligence (AI) has made synthetic images remarkably realistic, posing security threats such as misinformation and fraud. It is significant to detect the synthetic image in the manner of passive and blind image authentication. Most…

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arxivcs.CVcs.CR2026-07-07

Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning

Zhen Li, Gang Cao, Tian Zhang, Lifang Yu, Shaowei Weng

The rapid advancement of large-scale generative models has accelerated the spread of highly deceptive AI-generated images, making generalized synthetic image detection a critical imperative. Existing forensic networks often struggle with cross-model generalization and realworld d…

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