Yongzheng Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 104

Top Venues

Publications

Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xiang Li, Jiang Xie, Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Tianning Zang
Let model keep evolving: Incremental learning for encrypted traffic classification. Comput. Secur. 137 (2024)
Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. CoRR (2023)
Xiaochun Yun, Jiang Xie, Shuhao Li, Yongzheng Zhang, Peishuai Sun
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features. CoRR (2023)
Yafei Sang, Jisong Yang, Yongzheng Zhang, Shuhao Li, Peng Chang
Toward IoT device fingerprinting from proprietary protocol traffic via key-blocks aware approach. Comput. Secur. 131 (2023)
Xiaochun Yun, Yipeng Wang, Yongzheng Zhang, Chen Zhao, Zijian Zhao
Encrypted TLS Traffic Classification on Cloud Platforms. IEEE/ACM Trans. Netw. 31 (1) (2023)
Jiang Xie, Shuhao Li, Xiaochun Yun, Yongzheng Zhang, Peng Chang
HSTF-Model: an HTTP-based Trojan Detection Model via the Hierarchical Spatio-Temporal Features of Traffics. CoRR (2023)
Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. SECON (2023)
Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
A method based on hierarchical spatiotemporal features for trojan traffic detection. CoRR (2023)
Ruihai Ge, Yongzheng Zhang, Shuhao Li, Guoqiao Zhou, Guangze Zhao
Leveraging Zero-Payload Packets to Detect Mobile Malware based on Network Traffic. ICCNS (2022)
Qige Song, Yongzheng Zhang, Shuhao Li
Multi-relational Instruction Association Graph for Cross-architecture Binary Similarity Comparison. CoRR (2022)
Ruihai Ge, Yongzheng Zhang, Shuhao Li, Guoqiao Zhou
A Dual-Branch Self-attention Method for Mobile Malware Detection via Network Traffic. IJCNN (2022)
Ruihai Ge, Yongzheng Zhang, Chengxiang Si, Guoqiao Zhou, Wenchang Zhou
MateGraph: Toward Mobile Malware Detection Through Traffic Behavior Graph. HPCC/DSS/SmartCity/DependSys (2022)
Jingrun Ma, Yafei Sang, Yongzheng Zhang, Xiaolin Xu, Beibei Feng, Yuwei Zeng
An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification. CollaborateCom (2) (2022)
Hanwu Sun, Chengwei Peng, Yafei Sang, Shuhao Li, Yongzheng Zhang, Yujia Zhu
Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic. CollaborateCom (2) (2022)
Qige Song, Yongzheng Zhang, Linshu Ouyang, Yige Chen
BinMLM: Binary Authorship Verification with Flow-aware Mixture-of-Shared Language Model. CoRR (2022)
Shuhe Liu, Xiaolin Xu, Yongzheng Zhang, Yipeng Wang
Autonomous Anti - interference Identification of $\text{IoT}$ Device Traffic based on Convolutional Neural Network. IJCNN (2022)
Qige Song, Yongzheng Zhang, Binglai Wang, Yige Chen
Inter-BIN: Interaction-Based Cross-Architecture IoT Binary Similarity Comparison. IEEE Internet Things J. 9 (20) (2022)
Qige Song, Yongzheng Zhang, Binglai Wang, Yige Chen
Inter-BIN: Interaction-based Cross-architecture IoT Binary Similarity Comparison. CoRR (2022)
Changbo Tian, Yongzheng Zhang, Tao Yin
A Framework for Network Self-evolving Based on Distributed Swarm Intelligence. ICCS (1) (2022)
Qige Song, Yongzheng Zhang, Linshu Ouyang, Yige Chen
BinMLM: Binary Authorship Verification with Flow-aware Mixture-of-Shared Language Model. SANER (2022)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Chen Zhao, Xin Liu
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Xiaochun Yun, Jiang Xie, Shuhao Li, Yongzheng Zhang, Peishuai Sun
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features. Comput. Secur. 121 (2022)
Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu
A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet. TrustCom (2022)
Yuwei Zeng, Xiaochun Yun, Xunxun Chen, Boquan Li, Haiwei Tsang, Yipeng Wang, Tianning Zang, Yongzheng Zhang
Finding disposable domain names: A linguistics-based stacking approach. Comput. Networks 184 (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang, Yipeng Wang
Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering. CollaborateCom (1) (2021)
Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang
MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features. ICCS (2) (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Linshu Ouyang, Peng Yang
Incremental Learning for Mobile Encrypted Traffic Classification. ICC (2021)
Linshu Ouyang, Yongzheng Zhang
Phishing Web Page Detection with HTML-Level Graph Neural Network. TrustCom (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang
Mobile Encrypted Traffic Classification Based on Message Type Inference. CollaborateCom (1) (2021)
Jinbu Geng, Shuhao Li, Yongzheng Zhang, Zhicheng Liu, Zhenyu Cheng
LIFH: Learning Interactive Features from HTTP Payload using Image Reconstruction. ICC (2021)
Changbo Tian, Yongzheng Zhang, Tao Yin
A Feature-Flux Traffic Camouflage Method based on Twin Gaussian Process. TrustCom (2021)
Linshu Ouyang, Yongzheng Zhang
Phishing Web Page Detection with Semi-Supervised Deep Anomaly Detection. SecureComm (2) (2021)
Ji Huan, Yongzheng Zhang, Peng Chang, Yupeng Tuo
Detecting Unknown DGAs Using Distances Between Feature Vectors of Domain Names. ICT (2021)
Qige Song, Yongzheng Zhang, Junliang Yao
DroidRadar: Android Malware Detection Based on Global Sensitive Graph Embedding. TrustCom (2021)
Jisong Yang, Yafei Sang, Yongzheng Zhang, Peng Chang, Chengwei Peng
Exploiting Heterogeneous Information for IoT Device Identification Using Graph Convolutional Network. CollaborateCom (1) (2021)
Changbo Tian, Yongzheng Zhang, Tao Yin
Topology Self-optimization for Anti-tracking Network via Nodes Distributed Computing. CollaborateCom (1) (2021)
Jiang Xie, Shuhao Li, Xiaochun Yun, Yongzheng Zhang, Peng Chang
HSTF-Model: An HTTP-based Trojan detection model via the Hierarchical Spatio-temporal Features of Traffics. Comput. Secur. 96 (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng
Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network. ICCS (3) (2020)
Yafei Sang, Mao Tian, Yongzheng Zhang, Peng Chang, Shuyuan Zhao
IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification. ICA3PP (3) (2020)
Binglai Wang, Yu Dou, Yafei Sang, Yongzheng Zhang, Ji Huang
IoTCMal: Towards A Hybrid IoT Honeypot for Capturing and Analyzing Malware. ICC (2020)
Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang
Gated POS-Level Language Model for Authorship Verification. IJCAI (2020)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Yige Chen, Yipeng Wang
A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic. ICT (2020)
Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang
CgNet: Predicting Urban Congregations from Spatio-Temporal Data Using Deep Neural Networks. GLOBECOM (2020)
Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Zhenyu Cheng
Efficient Malware Originated Traffic Classification by Using Generative Adversarial Networks. ISCC (2020)
Xiaohui Hu, Rui Sun, Kejia Xu, Yongzheng Zhang, Peng Chang
Exploit Internal Structural Information for IoT Malware Detection Based on Hierarchical Transformer Model. TrustCom (2020)
Xiaolin Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural Network. ICCS (3) (2020)
Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang
Detecting Abnormal Congregation Through the Analysis of Massive Spatio-Temporal Data. APWeb/WAIM (2) (2020)
Yafei Sang, Yan Xu, Yongzheng Zhang, Peng Chang, Shuyuan Zhao, Yijing Wang
Toward Automatic Mobile Application Fingerprint Extraction from Non-encrypted HTTP Traffic. ISPA/BDCloud/SocialCom/SustainCom (2020)
Xiaochun Yun, Ji Huang, Yipeng Wang, Tianning Zang, Yuan Zhou, Yongzheng Zhang
Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Chen Zhao, Yongzheng Zhang, Yipeng Wang
A Feature Ensemble-based Approach to Malicious Domain Name Identification from Valid DNS Responses. IJCNN (2020)
Linshu Ouyang, Yongzheng Zhang, Yipeng Wang
Unified Graph Embedding-Based Anomalous Edge Detection. IJCNN (2020)
Hui Liu, Yongzheng Zhang, Yipeng Wang, Zheng Lin, Yige Chen
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text. AAAI (2020)
Yongzheng Zhang, Shuyuan Zhao, Yafei Sang
Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering. ICCS (1) (2019)
Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang
A Linguistics-based Stacking Approach to Disposable Domains Detection. ICNP (2019)
Changbo Tian, Yongzheng Zhang, Tao Yin, Yupeng Tuo, Ruihai Ge
A Smart Topology Construction Method for Anti-tracking Network Based on the Neural Network. CollaborateCom (2019)
Mao Tian, Peng Chang, Yafei Sang, Yongzheng Zhang, Shuhao Li
Mobile Application Identification Over HTTPS Traffic Based on Multi-view Features. ICT (2019)
Changbo Tian, Yongzheng Zhang, Tao Yin, Yupeng Tuo, Ruihai Ge
Achieving Dynamic Communication Path for Anti-Tracking Network. GLOBECOM (2019)
Bowei Li, Yongzheng Zhang, Junliang Yao, Tao Yin
MDBA: Detecting Malware based on Bytes N-Gram with Association Mining. ICT (2019)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang
Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. ICNP (2019)
Jia Li, Xiaochun Yun, Mao Tian, Jiang Xie, Shuhao Li, Yongzheng Zhang, Yu Zhou
A Method of HTTP Malicious Traffic Detection on Mobile Networks. WCNC (2019)
Shuyuan Zhao, Yongzheng Zhang, Yafei Sang
Towards Unknown Traffic Identification via Embeddings and Deep Autoencoders. ICT (2019)
Yuwei Zeng, Tianning Zang, Yongzheng Zhang, Xunxun Chen, Yipeng Wang
A Comprehensive Measurement Study of Domain-Squatting Abuse. ICC (2019)
Fei Du, Xiuguo Bao, Yongzheng Zhang, Huanhuan Yang
GeoCET: Accurate IP Geolocation via Constraint-Based Elliptical Trajectories. CollaborateCom (2019)
Fei Du, Xiuguo Bao, Yongzheng Zhang
FENet/IP: Uncovering the Fine-Grained Structure in IP Addresses. HPCC/SmartCity/DSS (2019)
Zhicheng Liu, Xiaochun Yun, Yongzheng Zhang, Yipeng Wang
CCGA: Clustering and Capturing Group Activities for DGA-Based Botnets Detection. TrustCom/BigDataSE (2019)
Changbo Tian, Yongzheng Zhang, Tao Yin, Yupeng Tuo, Ruihai Ge
A Loss-Tolerant Mechanism of Message Segmentation and Reconstruction in Multi-path Communication of Anti-tracking Network. SecureComm (1) (2019)
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)
Jiang Xie, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li
A Method Based on Hierarchical Spatiotemporal Features for Trojan Traffic Detection. IPCCC (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)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li
MalHunter: Performing a Timely Detection on Malicious Domains via a Single DNS Query. ICICS (2018)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Zhenyu Cheng
Community Discovery of Attribution Trace Based on Deep Learning Approach. ICICS (2018)
Miao Yu, Yongzheng Zhang, Tianning Zang, Yipeng Wang, Yijing Wang
Information Propagation Prediction Based on Key Users Authentication in Microblogging. Secur. Commun. Networks 2018 (2018)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li
MalShoot: Shooting Malicious Domains Through Graph Embedding on Passive DNS Data. CollaborateCom (2018)
Fei Du, Xiuguo Bao, Yongzheng Zhang, Yu Wang
GeoBLR: Dynamic IP Geolocation Method Based on Bayesian Linear Regression. CollaborateCom (2018)
Lun Li, Zhiyu Hao, Yongzheng Zhang, Yongji Liu, Dahui Li
Modeling for Traffic Replay in Virtual Network. HPCC/SmartCity/DSS (2018)
Tianran Chen, Yongzheng Zhang, Yupeng Tuo, Weiguang Wang
Online Discovery of Congregate Groups on Sparse Spatio-temporal Data. PIMRC (2018)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Zhizhou Liang, Yipeng Wang
A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper). CollaborateCom (2018)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
Towards Robust and Accurate Similar Trajectory Discovery: Weak-Parametric Approaches. NAS (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
NSIM: A robust method to discover similar trajectories on cellular network location data. PIMRC (2017)
Jingkun Liu, Shuhao Li, Yongzheng Zhang, Jun Xiao, Peng Chang, Chengwei Peng
Detecting DNS Tunnel through Binary-Classification Based on Behavior Features. TrustCom/BigDataSE/ICESS (2017)
Shuyuan Zhao, Yongzheng Zhang, Peng Chang
Network Traffic Classification Using Tri-training Based on Statistical Flow Characteristics. TrustCom/BigDataSE/ICESS (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
Mining Users' Important Locations and Semantics on Cellular Network Data. DSC (2017)
Chengwei Peng, Xiaochun Yun, Yongzheng Zhang, Shuhao Li, Jun Xiao
Discovering Malicious Domains through Alias-Canonical Graph. TrustCom/BigDataSE/ICESS (2017)
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)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang
Rethinking robust and accurate application protocol identification. Comput. Networks 129 (2017)
Yupeng Tuo, Xiaochun Yun, Yongzheng Zhang
MSTM: A novel map matching approach for low-sampling-rate trajectories. PIMRC (2017)
Yafei Sang, Yongzheng Zhang
Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding. ICPADS (2017)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Guangjun Wu
A nonparametric approach to the automated protocol fingerprint inference. J. Netw. Comput. Appl. 99 (2017)
Yafei Sang, Yongzheng Zhang, Chengwei Peng
ProNet: Toward Payload-Driven Protocol Fingerprinting via Convolutions and Embeddings. CollaborateCom (2017)
Tao Yin, Yongzheng Zhang, Jia Li
AppBot: A Novel P2P Botnet Architecture Resistant to Graph-Based Tracking. Trustcom/BigDataSE/ISPA (2016)
Rongrong Xi, Xiao-chun Yun, Zhiyu Hao, Yongzheng Zhang
Quantitative threat situation assessment based on alert verification. Secur. Commun. Networks 9 (13) (2016)
Yafei Sang, Shicong Li, Yongzheng Zhang, Tao Xu
ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding. Trustcom/BigDataSE/ISPA (2016)
Lun Li, Zhiyu Hao, Yongzheng Zhang, Yaqiong Peng, Xin Deng, Zhenxi Sun
DMNS: A Framework to Dynamically Monitor Simulated Network. ICPADS (2016)
Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang
How to Automatically Identify the Homology of Different Malware. Trustcom/BigDataSE/ISPA (2016)
Yanchen Qiao, Xiaochun Yun, Yongzheng Zhang
Fast Reused Function Retrieval Method Based on Simhash and Inverted Index. Trustcom/BigDataSE/ISPA (2016)
Xiao-chun Yun, Yipeng Wang, Yongzheng Zhang, Yu Zhou
A Semantics-Aware Approach to the Automated Network Protocol Identification. IEEE/ACM Trans. Netw. 24 (1) (2016)
Yongzheng Zhang, Tao Xu, Yipeng Wang, Jianliang Sun, Xiaoyu Zhang
A Markov Random Field Approach to Automated Protocol Signature Inference. SecureComm (2015)

Yongzheng Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yongzheng Zhang