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]