@article{bridgeshieldenhancingsecurityforcrosscha,
  title = {BridgeShield: Enhancing Security for Cross-chain Bridge Applications via Heterogeneous Graph Mining},
  author = {Dan Lin and Shunfeng Lu and Ziyan Liu and Jiajing Wu and Junyuan Fang and Kaixin Lin and Bowen Song and Zibin Zheng},
  year = {2025},
  eprint = {2508.20517},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.20517},
}