@article{scam2promptascalableframeworkforauditing,
  title = {Scam2Prompt: A Scalable Framework for Auditing Malicious Scam Endpoints in Production LLMs},
  author = {Zhiyang Chen and Tara Saba and Xun Deng and Xujie Si and Fan Long},
  year = {2025},
  eprint = {2509.02372},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.02372},
}