Liya Su

DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-Based Network Traffic

Yepeng Yao, Liya Su, Zhigang Lü · 2018 · 38 citations

Flow-based Network Traffic, Graph Representation Learning, Machine Learning +20

A Novel Approach for Identifying Lateral Movement Attacks Based on Network Embedding

Mingyi Chen, Yepeng Yao, Bo Jiang et al. · 2018 · 31 citations

Internal Security, Engineering, Machine Learning +21

Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection

Liya Su, Yepeng Yao, Ning Li et al. · 2018 · 27 citations

Flow Data Reduction, Internet Traffic Analysis, Engineering +22

Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications

Liya Su, Xinyue Shen, Xiangyu Du et al. · 2021 · 15 citations

STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection

Yepeng Yao, Liya Su, Zhigang Lü et al. · 2019 · 14 citations

Geometric Learning, Engineering, Machine Learning +22