Yiling He
Ph.D. Candidate
Email: yilinghe@zju.edu.cn
School of Cyberspace and Technology, Zhejiang University.
I am now a Ph.D. Candidate at Zhejiang University, under the supervision of Prof. Kui Ren and Zhan Qin. My current research interests lie in AI-based program analysis, especially the aspects of:
- Automatic Malware Detection
- Interpretable AI Applications
Publications
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FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis
Yiling He, Jian Lou, Zhan Qin, Kui Ren
The ACM Conference on Computer and Communications Security (CCS) 2023 -
DeUEDroid: Detecting Underground Economy Apps Based on UTG Similarity
Zhuo Chen, Jie Liu, Yubo Hu, Lei Wu, Yajin Zhou, Yiling He, Xianhao Liao, Ke Wang, Jink Li, Zhan Qin
The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) 2023
PDF, Code -
MsDroid: Identifying Malicious Snippets for Android Malware Detection
Yiling He, Yiping Liu, Lei Wu, Ziqi Yang, Kui Ren, Zhan Qin
IEEE Transactions on Dependable and Secure Computing (TDSC) 2022
PDF, Code
Background
Education
- 2021~present, School of Cyberspace and Technology, Zhejiang University, Ph.D
- 2019~2021, School of Cyberspace and Technology, Zhejiang University, M.Eng
- 2015~2019, School of Cyberspace Security, Beijing University of Posts and Telecommunications, B.Eng
Internship
- 2021.3~2021.8: Tencent Security Xuanwu Lab, Beijing, China
BrutePrint: Expose Smartphone Fingerprint Authentication to Brute-force Attack
PDF, Related Issues