publications

2025

  1. WWW
    GuardedTuning.png
    Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models
    Haonan Shi, Tu Ouyang, and An Wang
    In International World Wide Web Conference 2025 (WWW 2025(short paper)), 2025
  2. Arxiv
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    Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation
    Haonan Shi, Tu Ouyang, and An Wang
    In Arxiv, 2025

2024

  1. Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks
    Haonan Shi, Tu Ouyang, and An Wang
    In 2024 IEEE 9th European Symposium on Security and Privacy (EuroS&P), 2024

2023

  1. Arxiv
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    A Trajectory K-Anonymity Model Based on Point Density and Partition
    Wanshu Yu, Haonan Shi, and Hongyun Xu
    In Arxiv, 2023