Haonan Shi
503 Olin, 2001–2017 Martin Luther King Jr Dr
Cleveland, OH 44106
United States
I am a second-year Ph.D. candidate at Case Western Reserve University, advised by Prof. An Wang and co-advised by Dr. Tu Ouyang. My research focuses on privacy and security in machine learning, specifically investigating privacy leakage in machine learning models/systems and developing privacy-preserving machine learning models/systems.
Prior to this, I received my bachelor’s degree from South China University of Technology, where I conducted research on spatial data privacy under the supervision of Prof. Hongyun Xu.
I am passionate about applying my research to real-world problems and look forward to internship opportunities and research collaborations that can advance the field of machine learning privacy and security.
Email: haonan.shi3[AT]case.edu(please replace “[AT]” by “@”)
news
| Mar 05, 2025 | Our paper titled Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models will also be a presentation at the ICLR25 FM-Wild workshop. |
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| Jan 20, 2025 | Our paper titled Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models was accepted by WWW 2025. |
| Mar 26, 2024 | Our paper titled Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks was accepted by EuroS&P 2024. |
