| Efficient malware originated traffic classification by using generative adversarial networks Z Liu, S Li, Y Zhang, X Yun, Z Cheng 2020 IEEE symposium on computers and communications (ISCC), 1-7, 2020 | 17 | 2020 |
| Detecting information theft based on mobile network flows for android users Z Cheng, X Chen, Y Zhang, S Li, Y Sang 2017 International conference on networking, architecture, and storage (NAS …, 2017 | 17 | 2017 |
| Trafficgcn: Mobile application encrypted traffic classification based on gcn H Xu, S Li, Z Cheng, R Qin, J Xie, P Sun GLOBECOM 2022-2022 IEEE Global Communications Conference, 891-896, 2022 | 7 | 2022 |
| TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network Z Li, Y Sang, Z Cheng, T Zang, S Zhao, H Wang ICC 2023-IEEE International Conference on Communications, 2319-2324, 2023 | 4 | 2023 |
| LIFH: learning interactive features from HTTP payload using image reconstruction J Geng, S Li, Y Zhang, Z Liu, Z Cheng ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 4 | 2021 |
| NetworkTrace: probabilistic relevant pattern recognition approach to attribution trace analysis J Xu, X Yun, Y Zhang, Y Sang, Z Cheng 2017 IEEE Trustcom/BigDataSE/ICESS, 691-698, 2017 | 4 | 2017 |
| GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledge P Sun, S Li, J Xie, H Xu, Z Cheng, R Yang Computers & Security 130, 103257, 2023 | 3 | 2023 |
| Effective Malicious URL Detection by Using Generative Adversarial Networks J Geng, S Li, Z Liu, Z Cheng, L Fan International Conference on Web Engineering, 341-356, 2022 | 3 | 2022 |
| Antcom: An effective and efficient anti-tracking system with dynamic and asymmetric communication channel C Tian, S Zhao, Z Cheng Journal of Network and Computer Applications 218, 103700, 2023 | 2 | 2023 |
| MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning Z Li, Z Cheng, T Zang, Y Li 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 2 | 2023 |
| VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural Network H Xu, S Li, Z Cheng, R Qin, J Xie, P Sun International Conference on Collaborative Computing: Networking …, 2022 | 2 | 2022 |
| MUI-defender: CNN-Driven, network flow-based information theft detection for mobile users Z Cheng, X Chen, Y Zhang, S Li, J Xu Collaborative Computing: Networking, Applications and Worksharing: 14th EAI …, 2019 | 2 | 2019 |
| RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features P Sun, S Li, J Xie, H Xu, Z Cheng, R Qin IFIP International Conference on ICT Systems Security and Privacy Protection …, 2022 | 1 | 2022 |
| Community Discovery of Attribution Trace Based on Deep Learning Approach J Xu, X Yun, Y Zhang, Z Cheng Information and Communications Security: 20th International Conference …, 2018 | 1 | 2018 |
| IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework Z Li, J Xu, Z Cheng, T Zang 2024 27th International Conference on Computer Supported Cooperative Work in …, 2024 | | 2024 |
| A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection P Sun, C Si, S Li, Z Cheng, S Zhao, Q Liu ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| MLMTD: A Multi-Layer Malicious Traffic Detection Model Based on Multi-Branch Octave Convolution and Attention Mechanism Z Li, C Si, Z Cheng, S Zhao, Y Ding ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets J Geng, Z Cheng, Z Liu, S Li, R Qin International Conference on Computational Science, 431-444, 2022 | | 2022 |
| DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph Z Cheng, X Yun, S Li, J Geng, R Qin, L Fan International Conference on Computational Science, 345-359, 2022 | | 2022 |
| MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network Z Cheng, X Chen, Y Zhang, S Li, J Xu 2019 18th IEEE International Conference On Trust, Security And Privacy In …, 2019 | | 2019 |
