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Author

Sheng Hong

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Preprint Aug 2026

Spatiality-Frequency Domain Video Forgery Detection System Based on ResNet-LSTM-CBAM and DCT Hybrid Network

As information technology advances, digital content has become widely adopted across diverse fields such as news broadcasting, entertainment, commerce, and forensic investiga?tion. However, the availability of sophisticated multimedia editing tools has significantly increased the risk of video and image forgery, raisin...

Ziayi Liao, Sheng Hong, Yu Chen · 4 citations
#artificial intelligence Open access Aug 2026

AIGC video detection based on the fusion of spatial-frequency-optical flow multimodal features

A multi-modal framework for AIGC video forgery detection tasks, named Cross-Attention based Video Forgery Detector (CrossAtt-VFD), based on joint multi-view analysis of content, and introduces a dual-branch architecture that simultaneously extracts spatial-frequency and optical-flow features.

Sheng Hong, Xuan-Qi Wang, Chang Zhang et al. · 18 citations

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