@article{unishieldunifiedfaceattackdetectionviakg,
  title = {UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning},
  author = {Hongrui Li and Yichen Shi and Hongyang Wang and Yuhao Gao and Hui Ma and Jun Feng and Zitong Yu},
  year = {2026},
  eprint = {2605.08709},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08709},
}