Author

Yuhui Chen

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Preprint Aug 2026

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

The malicious use of generative artificial intelligence to create highly realistic deepfake videos raises serious ethical concerns and poses substantial challenges to AI safety. However, existing deepfake video benchmarks provide limited coverage of recent synthesis methods and generally lack reliable fine-grained text...

Xuechao Zou, Shun Zhang, Kai Li et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Harnessing CLIP and DINO: An Uncertainty-Aware Cascaded Fusion Network for Generalizable Deepfake Image Detection

The growing realism and accessibility of manipulated and generated faces threaten the trustworthiness of digital media. To detect such forgeries, deepfake detectors based on vision foundation models have shown promising performance, but they typically rely on a single pretrained representation and are prone to overfitt...

Xue-Chao Zou, Yi Zhou, Kai Li et al. · 0 citations

Conference Jul 2026

Lightweight Malicious URL Detection via Multi-Granularity Knowledge Distillation

Malicious URL detection serves as a critical component in safeguarding cyberspace security. Although deep learning models have achieved remarkable performance in identifying complex malicious patterns, their large parameter size and high computational overhead have become bottlenecks restricting their real-time deploym...

Yuhui Chen, Zi-Tai Chen · 2026 3rd World Conference on... · 0 citations