MENGMENG GE

Hi, welcome! I am a Research Fellow at Singapore Management University (SMU). Before joining SMU, I was a Senior Research Engineer at Nanyang Technological University (NTU), where I worked with Prof. Yang Liu and Prof. LAM, Kwok Yan on applied research at the intersection of cybersecurity and AI.

My research centers on encrypted network traffic analysis and security-oriented machine learning, including encrypted traffic representation learning and classification, anomaly detection under data drift, multi-flow contextual modeling, and building practical systems for traffic monitoring and APT analysis. Recently, I’ve also been exploring LLM-assisted APT detection and explanation. I collaborate closely with Prof. Yue Duan , and I enjoy turning real-world security challenges into measurable benchmarks and deployable solutions