- Publications: 'Hyperparameter Leakage in DRL' accepted by IEEE TDSC; 'GradEscape' accepted by USENIX Security 2025; 'ArtistAuditor' accepted by WWW 2025; 'SoK: Dataset Copyright Auditing in Machine Learning Systems' accepted by IEEE S&P 2025
- Talks: Guest lectures and talks at SoftSec 2025, Central South University, ETH Postdoctoral Symposium, NDSS 2024, INSAIT, Huawei AI4Sec Research Team, CCS 2022, USENIX Security 2022, CCS 2021
Research Experience
- Assistant Professor at Vrije Universiteit Amsterdam
- Ph.D. student at CISPA Helmholtz Center for Information Security
- Operating System Engineer at 2012 Labs@Huawei with two years of industrial experience
Education
- Ph.D. from CISPA Helmholtz Center for Information Security, supervised by Prof. Michael Backes
- Master's degree from Zhejiang University
- Bachelor's degree from Lanzhou University
Background
- Research Interests: Trustworthy AI (Privacy, Security, Safety, Auditing, and Accountability), Privacy-Preserving Machine Learning (Synthetic Data Generation, Differential Privacy), AI for CyberSecurity (AI-Driven Automatic Vulnerability Discovery)
- Professional Field: Information Security
- Brief Introduction: Currently a career-track assistant professor at Vrije Universiteit Amsterdam and a faculty member of the VUSec Group. Passionate about making AI systems more reliable.
Miscellany
Looking for self-motivated students to work with and has two PhD positions vacancies.