@ARTICLE{11194278,
  author={Li, Daiyuan and Yu, Zitong and Hu, Jinwu and Chen, Guohao and Zeng, Jinghui and Tan, Mingkui},
  journal={IEEE Transactions on Information Forensics and Security}, 
  title={Fine-Grained Textual Guidance for Generalized Multi-Modal Face Anti-Spoofing}, 
  year={2025},
  volume={20},
  number={},
  pages={10792-10805},
  keywords={Faces;Feature extraction;Adaptation models;Data models;Face recognition;Training;Stability analysis;Software engineering;Silicon;Semantics;Face anti-spoofing;multi-modal fusion;CLIP;source-free adaptation},
  doi={10.1109/TIFS.2025.3613977}}