Yixin Wu

@inproceedings{WWCBZ26,
  author = {Wu, Yixin and Wen, Rui and Cui, Chi and Backes, Michael and Zhang, Yang},
  title = {{InferPilot: Autonomous Inference Attacks Against ML Services With LLM-Based Agents}},
  booktitle = {{Annual Meeting of the Association for Computational Linguistics (ACL)}},
  publisher = {ACL},
  year = {2026}
}

@inproceedings{WYSBZ25,
  author = {Wu, Yixin and Yang, Ziqing and Shen, Yun and Backes, Michael and Zhang, Yang},
  title = {{Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications}},
  booktitle = {{USENIX Security Symposium (USENIX Security)}},
  publisher = {USENIX},
  year = {2025}
}

@inproceedings{WYBSZ25,
  author = {Wu, Yixin and Yu, Ning and Backes, Michael and Shen, Yun and Zhang, Yang},
  title = {{On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts}},
  booktitle = {{USENIX Security Symposium (USENIX Security)}},
  publisher = {USENIX},
  year = {2025}
}

@inproceedings{WWBBHSZ24,
  author = {Wu, Yixin and Wen, Rui and Backes, Michael and Berrang, Pascal and Humbert, Mathias and Shen, Yun and Zhang, Yang},
  title = {{Quantifying Privacy Risks of Prompts in Visual Prompt Learning}},
  booktitle = {{USENIX Security Symposium (USENIX Security)}},
  publisher = {USENIX},
  year = {2024}
}

@inproceedings{WSBZ24,
  doi = {10.1145/3658644.3690288},
  author = {Wu, Yixin and Shen, Yun and Backes, Michael and Zhang, Yang},
  title = {Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution},
  booktitle = {{ACM Conference on Computer and Communications Security (CCS)}},
  publisher = {ACM},
  year = {2024}
}

@inproceedings{WHBHBGZ24,
  doi = {10.56553/popets-2024-0143},
  author = {Wu, Yixin and He, Xinlei and Berrang, Pascal and Humbert, Mathias and Backes, Michael and Gong, Neil Zhenqiang and Zhang, Yang},
  title = {{Link Stealing Attacks Against Inductive Graph Neural Networks}},
  booktitle = {{Privacy Enhancing Technologies Symposium (PETS)}},
  publisher = {PETS},
  year = {2024}
}