Mingshu He

Deep-Feature-Based Autoencoder Network for Few-Shot Malicious Traffic Detection

Mingshu He, Xiaojuan Wang, Junhua Zhou et al. · Security and Communication Networks · 2021 · 41 citations · Full text

Few-shot Learning, Image Analysis, Machine Learning +15

A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping

Mingshu He, Yuanming Huang, Xinlei Wang et al. · IEEE Internet of Things Journal · 2023 · 35 citations

Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification

Mingshu He, Xiaojuan Wang, Wei Peng et al. · IEEE Transactions on Network and Service Management · 2024 · 35 citations

Spatial-Temporal Graph Model Based on Attention Mechanism for Anomalous IoT Intrusion Detection

Xinlei Wang, Xiaojuan Wang, Mingshu He et al. · IEEE Transactions on Industrial Informatics · 2023 · 29 citations

Internet Traffic Analysis, Anomaly Detection, Machine Learning +22

A Network Traffic Classification Model Based on Metric Learning

Mo Chen, Xiaojuan Wang, Mingshu He et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2020 · 28 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17