@article{deepshieldfortifyingdeepfakevideodetecti,
  title = {DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis},
  author = {Yinqi Cai and Jichang Li and Zhaolun Li and Weikai Chen and Rushi Lan and Xi Xie and Xiaonan Luo and Guanbin Li},
  year = {2025},
  eprint = {2510.25237},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.25237},
}