Zhenyu Cheng

According to our database, Zhenyu Cheng authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

MTDM-MS: A Malicious Traffic Detection Model Based on Multi-Category Signals.

Ziang Li, Chengxiang Si, Zhenyu Cheng, Shuyuan Zhao, Yong Ding

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection.

Peishuai Sun, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Shuyuan Zhao, Qingyun Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

MLMTD: A Multi-Layer Malicious Traffic Detection Model Based on Multi-Branch Octave Convolution and Attention Mechanism.

Ziang Li, Chengxiang Si, Zhenyu Cheng, Shuyuan Zhao, Yong Ding

Proceedings of the IEEE International Conference on Acoustics, 2024

ProxyKiller: An Anonymous Proxy Traffic Attack Model Based on Traffic Behavior Graphs.

Hongbo Xu, Zhenyu Cheng, Shuhao Li, Chenxu Wang, Peishuai Sun, Jiang Xie, Qingyun Liu

Proceedings of the Computer Security - ESORICS 2024, 2024

IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework.

Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

AntCom: An effective and efficient anti-tracking system with dynamic and asymmetric communication channel.

Changbo Tian, Shuyuan Zhao, Zhenyu Cheng

J. Netw. Comput. Appl., September, 2023

GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledge.

Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rong Yang

Comput. Secur., 2023

MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning.

Ziang Li, Zhenyu Cheng, Tianning Zang, Yijie Li

Proceedings of the International Joint Conference on Neural Networks, 2023

TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network.

Ziang Li, Yafei Sang, Zhenyu Cheng, Tianning Zang, Shuyuan Zhao, Han Wang

Proceedings of the IEEE International Conference on Communications, 2023

2022

RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features.

Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rui Qin

Proceedings of the ICT Systems Security and Privacy Protection, 2022

Effective Malicious URL Detection by Using Generative Adversarial Networks.

Jinbu Geng, Shuhao Li, Zhicheng Liu, Zhenyu Cheng, Li Fan

Proceedings of the Web Engineering - 22nd International Conference, 2022

HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets.

Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin

Proceedings of the Computational Science - ICCS 2022, 2022

DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph.

Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin, Li Fan

Proceedings of the Computational Science - ICCS 2022, 2022

TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN.

Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun

Proceedings of the IEEE Global Communications Conference, 2022

VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural Network.

Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021

LIFH: Learning Interactive Features from HTTP Payload using Image Reconstruction.

Jinbu Geng, Shuhao Li, Yongzheng Zhang, Zhicheng Liu, Zhenyu Cheng

Proceedings of the ICC 2021, 2021

2020

Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks.

Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng

Proceedings of the IEEE Symposium on Computers and Communications, 2020

2019

MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network.

Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu

Proceedings of the 18th IEEE International Conference On Trust, 2019

2018

Community Discovery of Attribution Trace Based on Deep Learning Approach.

Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng

Proceedings of the Information and Communications Security - 20th International Conference, 2018

MUI-defender: CNN-Driven, Network Flow-Based Information Theft Detection for Mobile Users.

Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

Important Member Discovery of Attribution Trace Based on Relevant Circle (Short Paper).

Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

2017

NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis.

Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Detecting Information Theft Based on Mobile Network Flows for Android Users.

Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Yafei Sang

Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017