Scholar
Yifan Liao(廖一凡)
Google Scholar ID: g3Mlu3IAAAAJ
Hong Kong University of Science and Technology (Guangzhou)
Citations & Impact
Citations
6
H-index
1
i10-index
0
Publications
6
Co-authors
13
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Paper 'Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality' accepted at ASE'24 (CCF-A)
- - Preprint paper 'Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach'
Research Experience
- - Worked as a research assistant for one year at the NUS Research Institute in Chongqing, under the supervision of Prof. Zhiyong Huang
- - Projects include: Detecting and explaining attack-induced anomalies in web applications; and exposing and evaluating backdoor vulnerabilities in lane detection via naturalistic data poisoning
Education
- - Ph.D. student at HKUST (Guangzhou), supervised by Prof. Xinlei He
- - M.Comp. in Artificial Intelligence at National University of Singapore (NUS), worked closely with Prof. Yun Lin and Prof. Jinsong Dong
- - B.Eng. in Mechanical Engineering at Chongqing University (CQU)
Background
- Interested in AI4testing and Autonomous Driving testing, with a focus on detecting anomalies targeting agents.
