Zhenyu Cheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Attention Mechanism

Malicious Traffic

Highly Relevant

Pattern Recognition

Top Venues

Publications

Ziang Li, Chengxiang Si, Zhenyu Cheng, Shuyuan Zhao, Yong Ding
MLMTD: A Multi-Layer Malicious Traffic Detection Model Based on Multi-Branch Octave Convolution and Attention Mechanism. ICASSP (2024)
Peishuai Sun, Chengxiang Si, Shuhao Li, Zhenyu Cheng, Shuyuan Zhao, Qingyun Liu
A Targeted Adversarial Attack Method for Multi-Classification Malicious Traffic Detection. ICASSP (2024)
Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang
IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. CSCWD (2024)
Ziang Li, Zhenyu Cheng, Tianning Zang, Yijie Li
MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning. IJCNN (2023)
Changbo Tian, Shuyuan Zhao, Zhenyu Cheng
AntCom: An effective and efficient anti-tracking system with dynamic and asymmetric communication channel. J. Netw. Comput. Appl. 218 (2023)
Ziang Li, Yafei Sang, Zhenyu Cheng, Tianning Zang, Shuyuan Zhao, Han Wang
TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network. ICC (2023)
Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rong Yang
GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledge. Comput. Secur. 130 (2023)
Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun
VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural Network. CollaborateCom (2) (2022)
Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin, Li Fan
DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph. ICCS (1) (2022)
Peishuai Sun, Shuhao Li, Jiang Xie, Hongbo Xu, Zhenyu Cheng, Rui Qin
RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic Features. SEC (2022)
Hongbo Xu, Shuhao Li, Zhenyu Cheng, Rui Qin, Jiang Xie, Peishuai Sun
TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCN. GLOBECOM (2022)
Jinbu Geng, Shuhao Li, Zhicheng Liu, Zhenyu Cheng, Li Fan
Effective Malicious URL Detection by Using Generative Adversarial Networks. ICWE (2022)
Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin
HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. ICCS (1) (2022)
Jinbu Geng, Shuhao Li, Yongzheng Zhang, Zhicheng Liu, Zhenyu Cheng
LIFH: Learning Interactive Features from HTTP Payload using Image Reconstruction. ICC (2021)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng
Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. ISCC (2020)
Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu
MURITE-Detector: Identifying User-Role in Information Theft Events of Mobile Network. TrustCom/BigDataSE (2019)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng
Important Member Discovery of Attribution Trace Based on Relevant Circle (Short Paper). CollaborateCom (2018)
Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Jian Xu
MUI-defender: CNN-Driven, Network Flow-Based Information Theft Detection for Mobile Users. CollaborateCom (2018)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng
Community Discovery of Attribution Trace Based on Deep Learning Approach. ICICS (2018)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng
NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. TrustCom/BigDataSE/ICESS (2017)
Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Yafei Sang
Detecting Information Theft Based on Mobile Network Flows for Android Users. NAS (2017)