CV
Education
- Ph.D. in Computer Science, CISPA Helmholtz Center for Information Security, Nov. 2021 - Present
- M.Eng. in Computer Technology, Tsinghua University, Sep. 2018 - Jun. 2021
- B.Eng. in Opto-Electronics Information Science and Engineering, Beijing University of Posts and Telecommunications, Sep. 2014 - Jul. 2018
Publications
2024
Composite Backdoor Attacks Against Large Language Models
Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang.
In Findings of the Association for Computational Linguistics: NAACL 2024.
[arXiv] [Code]
2023
Prompt Backdoors in Visual Prompt Learning
Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang.
Preprint.
[arXiv]
2022
On the Privacy Risks of Cell-Based NAS Architectures
Hai Huang, Zhikun Zhang, Yun Shen, Michael Backes, Qi Li, Yang Zhang.
In ACM Conference on Computer and Communications Security (CCS), 2022.
[PDF] [arXiv] [Code]
2021
Data Poisoning Attacks to Deep Learning Based Recommender Systems
Hai Huang, Jiaming Mu, Neil Zhenqiang Gong, Qi Li, Bin Liu, Mingwei Xu.
In ISOC Network and Distributed System Security Symposium (NDSS), 2021.
[PDF] [arXiv] [Code]
Service
Artifact Evaluation Committee
- USENIX Security: 2023
External Reviewer
- S&P: 2023
- CCS: 2022
- USENIX Security: 2022
- NDSS: 2023
- KDD: 2022
- NeurIPS: 2022
- AsiaCCS: 2022
- SAC: 2022