Hi, this is Jinzhu Yan (闫金柱). I am currently a 4-th year Ph.D. student with a research background in machine learning and networked systems. During my Ph.D. studies, my research has focused on AI-driven Network Traffic Analysis systems, aiming to optimize these systems across three key dimensions: generalizable accuracy, adversarial robustness and deployment efficiency. My most recent research centers on Agentic Reasoning for Traffic Analysis, where I focus on empowering Large Language Models with domain-specific expert knowledge and operational toolchains to build an expert-level traffic analysis agent. By the way, I am seeking a job now. Please check my Curriculum Vitae or contact me!
Interests
- • AI-driven Traffic Analysis
- • Agentic AI for Security-oriented Applications
Education
Ph.D. in Cyberspace Security
Tsinghua University, 2022-
B.E. in Computer Science and Technology
Beihang University, 2022