Mingshu He

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Intrusion Detection

Neural Architecture

Human Activity Recognition

Routing Algorithm

Top Venues

Publications

Ying Han, Xinlei Wang, Mingshu He, Xiaojuan Wang, Shize Guo
Intrusion Detection for Encrypted Flows Using Single Feature Based on Graph Integration Theory. IEEE Internet Things J. 11 (10) (2024)
Mingshu He, Xiaojuan Wang, Peng Wei, Liu Yang, Yinglei Teng, Renjian Lyu
Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Mingshu He, Yuanming Huang, Xinlei Wang, Peng Wei, Xiaojuan Wang
A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping. IEEE Internet Things J. 11 (2) (2024)
Xinlei Wang, Mingshu He, Jiaxuan Wang, Xiaojuan Wang
Toward Efficient Neural Networks Through Predictor-Assisted NSGA-III for Anomaly Traffic Detection of IoT. IEEE Trans. Cogn. Commun. Netw. 10 (3) (2024)
Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zikui Lu
Spatial-Temporal Graph Model Based on Attention Mechanism for Anomalous IoT Intrusion Detection. IEEE Trans. Ind. Informatics 20 (3) (2024)
Xiaojuan Wang, Yu Zhang, Mingshu He, Shize Guo, Liu Yang
Supervised Representation Learning for Network Traffic With Cluster Compression. IEEE Trans. Sustain. Comput. 9 (1) (2024)
Jiaming Song, Xiaojuan Wang, Mingshu He, Lei Jin
CSK-CNN: Network Intrusion Detection Model Based on Two-Layer Convolution Neural Network for Handling Imbalanced Dataset. Inf. 14 (2) (2023)
Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zhao Zhang
A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
AdaptivePose: Human Parts as Adaptive Points. AAAI (2022)
Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He
Topology analysis and routing algorithms design for PTNet network. Concurr. Comput. Pract. Exp. 34 (8) (2022)
Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query. NeurIPS (2022)
Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query. CoRR (2022)
Yiqing Luo, Mingshu He, Xiaojuan Wang, Lei Jin
between flow and bytes. BigDataService (2022)
Xiaojuan Wang, Xinlei Wang, Lei Jin, Renjian Lv, Bingying Dai, Mingshu He, Tianqi Lv
Evolutionary Algorithm-Based and Network Architecture Search-Enabled Multiobjective Traffic Classification. IEEE Access 9 (2021)
Mingshu He, Xiaojuan Wang, Junhua Zhou, Yuanyuan Xi, Lei Jin, Xinlei Wang
Deep-Feature-Based Autoencoder Network for Few-Shot Malicious Traffic Detection. Secur. Commun. Networks 2021 (2021)
Haiyang Jiang, Mingshu He, Yuanyuan Xi, Jianqiu Zeng
Machine-Learning-Based User Position Prediction and Behavior Analysis for Location Services. Inf. 12 (5) (2021)
Xiaojuan Wang, Xinlei Wang, Tianqi Lv, Lei Jin, Mingshu He
HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms. Sensors 21 (20) (2021)
Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
AdaptivePose: Human Parts as Adaptive Points. CoRR (2021)
Lei Jin, Xiaojuan Wang, Mingshu He, Jingyue Wang
DRNet: A Depth-Based Regression Network for 6D Object Pose Estimation. Sensors 21 (5) (2021)
Xiaojuan Wang, Kaiwenlv Kacuila, Mingshu He
An N-gram Based Deep Learning Method for Network Traffic Classification. ICAIS (2) (2021)
Mingshu He, Xiaojuan Wang, Lei Jin, Bingying Dai, Kaiwenlv Kacuila, Xiaosu Xue
Malicious Network Behavior Detection Using Fusion of Packet Captures Files and Business Feature Data. Sensors 21 (17) (2021)
Mingshu He, Xiaojuan Wang, Chundong Zou, Bingying Dai, Lei Jin
A Commodity Classification Framework Based on Machine Learning for Analysis of Trade Declaration. Symmetry 13 (6) (2021)
Mingshu He, Lei Jin, Mei Song
Interpretability Framework of Network Security Traffic Classification Based on Machine Learning. ICAIS (2) (2021)
Renjian Lyu, Mingshu He, Yu Zhang, Lei Jin, Xinlei Wang
Network Intrusion Detection Based on an Efficient Neural Architecture Search. Symmetry 13 (8) (2021)
Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He
Toward PTNET Network Topology Analysis and Routing Algorithm Design. ICDS (2019)
Xin Guo, Mingshu He, Mo Chen, Xiaojie Zhao, Ye Tian
Research on Data Visualization in Different Scenarios. HCC (2018)
Xin He, Mingshu He, Zhijie Han
A Survey of Network Topology of Data Center. BigDataSecurity/HPSC/IDS (2018)
Mingshu He, Xiaojuan Wang, Jingwen You, Zhen Wang
Analysis on Structural Vulnerability Under the Asymmetric Information. HCC (2017)