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Yuefeng Peng

Ph.D. Student
Umass Amherst
yuefengpeng@cs.umass.edu


About Me

Hi, I’m Yuefeng Peng. I am a PhD student in Computer Science at UMass Amherst advised by Professor Amir Houmansadr. My research focuses on trustworthy AI, including developing attacks and defenses against various ML models.

Research Interests

Publications

  1. NDSS
    Diffence: Fencing Membership Privacy With Diffusion Models
    Yuefeng Peng, Ali Naseh, Amir Houmansadr
    Network and Distributed System Security Symposium (NDSS), 2025.
    PDF

  2. NeurIPS
    OSLO: One-Shot Label-Only Membership Inference Attacks
    Yuefeng Peng, Jaechul Roh, Subhransu Maji, Amir Houmansadr
    Advances in Neural Information Processing Systems (NeurIPS), 2024.
    PDF

  3. Appl. Soft Comput.
    Feature-Filter: Detecting Adversarial Examples through Filtering off Recessive Features
    Hui Liu, Bo Zhao, Minzhi Ji, Yuefeng Peng, Jiabao Guo, Peng Liu
    Applied Soft Computing (IF: 8.263), 2022.
    PDF

  4. NeurIPS-PriML
    Unsupervised Membership Inference Attacks against Machine Learning Models
    Yuefeng Peng, Bo Zhao, Hui Liu, Yang An
    NeurIPS Workshop on Privacy in Machine Learning (NeurIPS-PriML), 2021
    PDF

Services

Conference Reviewers

Journal Reviewers


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