Liangyi Huang

PhD Student
School of Computing and Augmented Intelligence
Arizona State University
Advisor: Xusheng Xiao
Email lhuan139_at_asu.edu

About

I’m a Ph.D. Student at Arizona State University, under the supervision of DR. Xusheng Xiao. I am interested in the field of computer security and deep learning.

Publications

CTIKG: LLM-Powered Knowledge Graph Construction from Cyber Threat Intelligence
Liangyi Huang, Xusheng Xiao. COLM 2024.

Are we there yet? An Industrial Viewpoint on Provenance-based Endpoint Detection and Response Tools
F. Dong, S. Li, P. Jiang, D. Li, H. Wang, L. Huang, X. Xiao, J. Chen, X. Luo, Y. Guo, X. Chen. ACM CCS 2023.

System-Auditing, Data Analysis and Characteristics of Cyber Attacks for Big Data Systems
Liangyi Huang, Sophia Hall, Fei Shao, Arafath Nihar, Vipin Chaudhary, Yinghui Wu, Roger French and Xusheng Xiao. CIKM Demo Track 2022.

Research Projects

Blogtag

Blogtag is a End-to-End blog-level automated classification system. It can input a long Internet log, output the type of the blog in the field of cyber security and determine whether it can be used for other knowledge extraction application.

HPC cluster analysis system

Deploying the system auditing tool on HPC server cluster, building the log analysis system which generates graph-based log file, studying the characteristics of collected logs, and implementing a detection system for unexpected file deletion

Pointextract

Pointextract is a pipeline for 2D X-ray image stacking. It removes background and noise by using Deeplab, and visualizes 3D object by using Open3D and 2D-3D reconstruction algorithms. Compared with other methods, it runs much faster and has better noise removing results.