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

  • 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
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