Jiayi Hua

PhD student, Hong Kong Polytechnic University

Joined

April 2025

Names

Jiayi Hua (Preferred)

Emails

****@connect.polyu.hk (Confirmed)

Personal Links

Career & Education History

PhD student

Hong Kong Polytechnic University (polyu.edu.hk)

2022 – Present

MS student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2019 – 2022

Undergrad student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack
Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang
- CoRR 2024
- Readers: Everyone
On the Effectiveness of Deep Vulnerability Detectors to Simple Stupid Bug Detection
Jiayi Hua, Haoyu Wang
- MSR 2021
- Readers: Everyone
DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network
Xiao Cheng, Haoyu Wang, Jiayi Hua, Guoai Xu, Yulei Sui
- ACM Trans. Softw. Eng. Methodol. 2021
- Readers: Everyone
MMGuard: Automatically Protecting On-Device Deep Learning Models in Android Apps
Jiayi Hua, Yuanchun Li, Haoyu Wang
- SP (Workshops) 2021
- Readers: Everyone
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection
Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu
- CoRR 2021
- Readers: Everyone
Static Detection of Control-Flow-Related Vulnerabilities Using Graph Embedding
Xiao Cheng, Haoyu Wang, Jiayi Hua, Miao Zhang, Guoai Xu, Li Yi, Yulei Sui
- ICECCS 2019
- Readers: Everyone

Co-Authors