Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

A large-scale deepfake video benchmark with fine-grained annotations and a multi-agent reasoning framework improves detection of emerging synthetic face videos.

Hugging Face · Daily Papers ·Xuechao Zou, Shun Zhang · ·▲ 8 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Xuechao Zou, Shun Zhang, Kai Li, Yi Zhou, Xinyu Sun, Yuhui Chen

  • 8 upvotes da comunidade
  • Temas: deepfake video detection, face swapping, face reenactment, entire-face synthesis, multimodal large language models, multi-agent forensic reasoning

Resumo

Resumo original (em inglês), extraído do paper:

A large-scale deepfake video benchmark with fine-grained annotations and a multi-agent reasoning framework improves detection of emerging synthetic face videos.

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