@article{beyondsurfaceartifactscapturingsharedlat,
  title = {Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities},
  author = {Jingtong Dou and Chuancheng Shi and Jian Wang and Fei Shen and Zhiyong Wang and Tat-Seng Chua},
  year = {2026},
  eprint = {2604.07763},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.07763},
}