Jie Peng

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Enthusiast for building Reliable and Security AI systems

Welcome!

I am Jie Peng, a master’s degree candidate at School of Cyberspace Science, Harbin Institute of Technology (HIT). I am part of the Big Data Security Lab, co-advised by Prof. Hui He and Prof. Weizhe Zhang since 2022.

My research mainly focuses on reliable and interpretable machine learning, especially adversarial learning, backdoor learning and conformal prediction, check my CV (PDF) for more information.

Email to: jie.peng1004@gmail.com

news

May 1, 2025 One paper accepted by International Conference on Machine Learning (ICML) 2025: Circumventing Backdoor Space via Weight Symmetry
Nov 22, 2024 Runner-up , The 7th Qiangwang International Elite Challenge on Cyber Mimic Defense (AI Track), 2024. CODE
Feb 24, 2024 One paper accepted by ACM Transactions on Multimedia Computing, Communications, at Applications (TOMM): Backdoor Two-Stream Video Models
Aug 22, 2022 I started my M.Sc degree at Harbin Institute of Technology.
Jun 7, 2022 I received my B.Sc degree in CyberSecurity, Harbin Institute of Technology.

selected publications

  1. Circumventing Backdoor Space via Weight Symmetry
    Jie Peng, Hongwei Yang, Jing Zhao, Hengji Dong, Hui He, and 3 more authors
    ICML 2025, 2025
  2. Boosting Hidden Separation with LS2
    Jie Peng, Hongwei Yang, Hui He, Jing Zhao, Weizhe Zhang, and 3 more authors
    Preprint, 2024