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Linrui Xu

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Preprint Aug 2026

V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors

As generated videos become increasingly realistic, reliable video forgery detection is increasingly important. Existing studies typically optimize and use video forgery detectors as black boxes, while the latent forgery-discriminative knowledge inside them remains largely unexplored. Instead of continuing to rely on re...

Shi-Chao Kan, Chengpeng Hong, Jingtong Dou et al. · 0 citations

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