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cs.CV2026
Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning
Zhen Li, Gang Cao, Tian Zhang +2
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 i…
cs.CV2025
Transferable Dual-Domain Feature Importance Attack against AI-Generated Image Detector
Weiheng Zhu, Gang Cao, Jing Liu +2
Recent AI-generated image (AIGI) detectors achieve impressive accuracy under clean condition. In view of antiforensics, it is significant to develop advanced adversarial attacks fo…
cs.CV2024★ 1 cited
Image Forgery Localization with State Space Models
Zijie Lou, Gang Cao, Kun Guo +2
Pixel dependency modeling from tampered images is pivotal for image forgery localization. Current approaches predominantly rely on Convolutional Neural Networks (CNNs) or Transform…