Peiran Wang

@article{wang2026pisok,
  title = {The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis},
  author = {Wang, Peiran and Li, Xinfeng and Xiang, Chong and Zhang, Jinghuai and Li, Ying and Zhang, Lixia and Wang, Xiaofeng and Tian, Yuan},
  year = {2026},
  journal = {arXiv preprint},
}

@article{wang2025agentarmor,
  title = {AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection},
  author = {Wang, Peiran and Liu, Yang and Lu, Yunfei and Cai, Yifeng and Chen, Hongbo and Yang, Qingyou and Zhang, Jie and Hong, Jue and Wu, Ye},
  year = {2025},
  journal = {arXiv preprint},
}

@article{chen2025dsagentsurvey,
  title = {Large Language Model-based Data Science Agent: A Survey},
  author = {Chen, Ke and Wang, Peiran and Yu, Yaoning and Zhan, Xianyang and Wang, Haohan},
  year = {2025},
  journal = {Transactions on Machine Learning Research},
}

@article{wang2025haluprobe,
  title = {What Are Models Thinking About? Understanding Large Language Model Hallucinations "Psychology" Through Model Inner State Analysis},
  author = {Wang, Peiran and Liu, Yang and Lu, Yunfei and Hong, Jue and Wu, Ye},
  year = {2025},
  journal = {arXiv preprint},
}

@inproceedings{wang2024moderator,
  title = {Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies},
  author = {Wang, Peiran and Li, Qiyu and Yu, Longxuan and Wang, Ziyao and Li, Ang and Jin, Haojian},
  year = {2024},
  booktitle = {31st ACM Conference on Computer and Communications Security (CCS)},
}