Yiqiang Sheng

Malware traffic classification using convolutional neural network for representation learning

Wei Wang, Ming Zhu, Xuewen Zeng et al. · 2017 · 984 citations

Raw Traffic, Internet Traffic Analysis, Engineering +14

HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection

Wei Wang, Yiqiang Sheng, Jinlin Wang et al. · IEEE Access · 2017 · 617 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

Variant Gated Recurrent Units With Encoders to Preprocess Packets for Payload-Aware Intrusion Detection

Yiran Hao, Yiqiang Sheng, Jinlin Wang · IEEE Access · 2019 · 46 citations · Full text

Variant-gated Recurrent Units, Engineering, Machine Learning +20

A GBDT-Paralleled Quadratic Ensemble Learning for Intrusion Detection System

Jun Yang, Yiqiang Sheng, Jinlin Wang · IEEE Access · 2020 · 39 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

A Packet-Length-Adjustable Attention Model Based on Bytes Embedding Using Flow-WGAN for Smart Cybersecurity

L. Han, Yiqiang Sheng, Xuewen Zeng · IEEE Access · 2019 · 22 citations · Full text

Convolutional Neural Network, Smart Cybersecurity, Engineering +16