Zenghui Liu

Industrial Anomaly Detection and Attack Classification Method Based on Convolutional Neural Network

Yingxu Lai, Jingwen Zhang, Zenghui Liu · Security and Communication Networks · 2019 · 46 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +16

Intrusion Detection of Industrial Control System Based on Modbus TCP Protocol

Yusheng Wang, Fan Ke-feng, Yingxu Lai et al. · 2017 · 42 citations

Anomaly Detection, Engineering, Information Security +22

Abnormal detection method of industrial control system based on behavior model

Zhanwei Song, Zenghui Liu · Computers & Security · 2019 · 41 citations

Control Method, Engineering, Industrial Engineering +10

On monitoring and predicting mobile network traffic abnormality

Yingxu Lai, Yinong Chen, Zenghui Liu et al. · Simulation Modelling Practice and Theory · 2014 · 22 citations

Internet Traffic Analysis, Network Science, Engineering +8

Explaining the Attributes of a Deep Learning Based Intrusion Detection System for Industrial Control Networks

Zhidong Wang, Yingxu Lai, Zenghui Liu et al. · Sensors · 2020 · 21 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19