Zhen Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 68

Top Topics

Intrusion Detection

Face Recognition

Network Traffic

Machine Learning

Top Venues

HPCC/DSS/SmartCity/DependSys

Publications

Xiyuan Zhang, Gang Xiong, Zhen Li, Chen Yang, Xinjie Lin, Gaopeng Gou, Binxing Fang
Traffic spills the beans: A robust video identification attack against YouTube. Comput. Secur. 137 (2024)
Zheyuan Gu, Gaopeng Gou, Chang Liu, Chen Yang, Xiyuan Zhang, Zhen Li, Gang Xiong
Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis. Comput. Networks 243 (2024)
Yibo Xie, Gaopeng Gou, Gang Xiong, Zhen Li, Wei Xia
DomEye: Detecting network covert channel of domain fronting with throughput fluctuation. Comput. Secur. 144 (2024)
Zhong Guan, Chang Liu, Gang Xiong, Zhen Li, Gaopeng Gou
FlowTracker: Improved flow correlation attacks with denoising and contrastive learning. Comput. Secur. 125 (2023)
Minsheng Le, Zhen Li, Chang Liu, Gaopeng Gou, Gang Xiong, Wei Xia
FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT. ICPADS (2023)
Qingya Yang, Peipei Fu, Junzheng Shi, Bingxu Wang, Zhen Li, Gang Xiong
Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic. CSCWD (2023)
Yibo Xie, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui
Analysing Covertness of Tor Bridge Request. ICC (2023)
Liuxing Su, Zhenzhen Li, Gaopeng Gou, Zhen Li, Gang Xiong, Chengshang Hou
MENDER: Multi-level Feature Fusion Discovery Framework for Exposed ICS Remote Management Devices in the Wild. TrustCom (2023)
Yibo Xie, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui
Covertness Analysis of Snowflake Proxy Request. CSCWD (2023)
Wei Cai, Chengshang Hou, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li
PTC: Prompt-based Continual Encrypted Traffic Classification. CSCWD (2023)
Bingxu Wang, Gang Xiong, Gaopeng Gou, Jiaying Song, Zhen Li, Qingya Yang
Identifying DoH Tunnel Traffic Using Core Feathers and Machine Learning Method. CSCWD (2023)
Minghao Jiang, Mingxin Cui, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li
Zero-relabelling mobile-app identification over drifted encrypted network traffic. Comput. Networks 228 (2023)
Minghao Jiang, Mingxin Cui, Chengshang Hou, Wei Cai, Zhen Li, Gang Xiong, Gaopeng Gou
FA-Net: More Accurate Encrypted Network Traffic Classification Based on Burst with Self-Attention. IJCNN (2023)
Bingxu Wang, Yangyang Guan, Gaopeng Gou, Peipei Fu, Zhen Li, Qingya Yang, Chang Liu
MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision. HPCC/DSS/SmartCity/DependSys (2022)
Minghao Jiang, Zhen Li, Peipei Fu, Wei Cai, Mingxin Cui, Gang Xiong, Gaopeng Gou
Accurate mobile-app fingerprinting using flow-level relationship with graph neural networks. Comput. Networks 217 (2022)
Bingxu Wang, Gang Xiong, Peipei Fu, Gaopeng Gou, Yingchao Qin, Zhen Li
A Two-Stage Method for Fine-Grained DNS Covert Tunnel Behavior Detection. SciSec (2022)
Xinjie Lin, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Jing Yu
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification. WWW (2022)
Jingyu Guo, Mingxin Cui, Chengshang Hou, Gaopeng Gou, Zhen Li, Gang Xiong, Chang Liu
Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification. IFIP Networking (2022)
Chen Zhao, Jianing Ding, Zhenzhen Li, Zhen Li, Gang Xiong, Gaopeng Gou
Shoot Before You Escape: Dynamic Behavior Monitor of Bitcoin Users via Bi-Temporal Network Analytics. ACISP (2022)
Tianyu Cui, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui, Chang Liu
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network. CoRR (2022)
Wei Cai, Zhen Li, Peipei Fu, Chengshang Hou, Gang Xiong, Gaopeng Gou
METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders. HPCC/DSS/SmartCity/DependSys (2022)
Tianyu Cui, Gaopeng Gou, Gang Xiong, Chang Liu, Peipei Fu, Zhen Li
6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning. CoRR (2022)
Yu Wang, Chencheng Wang, Gang Xiong, Zhen Li
Multi-scene Classification of Blockchain Encrypted Traffic. BlockSys (2021)
Panpan Zhao, Zhen Li, Mingxin Cui, Jie Lu, Gang Xiong, Gaopeng Gou
TunnelScanner: A Novel Approach For Tunnel Mixed Traffic Classification Using Machine Learning. HPCC/DSS/SmartCity/DependSys (2021)
Wei Xia, Qiyu Zhang, Xin He, Wei Wang, Zhen Li, Gang Xiong
After Everything is Connected: A Client Certificate-Oriented Perspective of IoT Device Security Analysis. ICIT (2021)
Tianyu Cui, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui, Chang Liu
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network. USENIX Security Symposium (2021)
Yaohua Xia, Gang Xiong, Zhen Li, Gaopeng Gou, Chang Liu
GMAF: A Novel Gradient-Based Model with ArcFace for Network Traffic Classification. HPCC/DSS/SmartCity/DependSys (2021)
Wei Xia, Mingxin Cui, Wei Wang, Yangyang Guan, Zhenzhen Li, Zhen Li, Gang Xiong
Illuminate the Shadow: A Comprehensive Study of TLS Client Certificate Ecosystem in the Wild. ICT (2021)
Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou
TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification. IJCNN (2021)
Peipei Fu, Qingya Yang, Yangyang Guan, Bingxu Wang, Gaopeng Gou, Zhen Li, Gang Xiong, Zhenzhen Li
Towards Multi-source Extension: A Multi-classification Method Based on Sampled NetFlow Records. TrustCom (2021)
Yong Zhao, Yuanzhao Zhai, Jie Luo, Dawei Feng, Bo Ding, Zhen Li
Accelerating Robot Reinforcement Learning with Samples of Different Simulation Precision. HPCC/DSS/SmartCity/DependSys (2021)
Yu Wang, Gaopeng Gou, Chang Liu, Mingxin Cui, Zhen Li, Gang Xiong
Survey of security supervision on blockchain from the perspective of technology. J. Inf. Secur. Appl. 60 (2021)
Yu Guo, Gang Xiong, Zhen Li, Junzheng Shi, Mingxin Cui, Gaopeng Gou
Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling. Networking (2021)
Zheyuan Gu, Gaopeng Gou, Chengshang Hou, Gang Xiong, Zhen Li
LFETT2021: A Large-scale Fine-grained Encrypted Tunnel Traffic Dataset. TrustCom (2021)
Wei Xia, Wei Wang, Xin He, Gang Xiong, Gaopeng Gou, Zhenzhen Li, Zhen Li
Old Habits Die Hard: A Sober Look at TLS Client Certificates in the Real World. TrustCom (2021)
Yangyang Guan, Wei Xia, Gaopeng Gou, Peipei Fu, Bingxu Wang, Zhen Li
Large-Scale Measurement of Encrypted TLS Server Name Indication (ESNI): How Far Have We Come? HPCC/DSS/SmartCity/DependSys (2021)
Candong Rong, Gaopeng Gou, Chengshang Hou, Zhen Li, Gang Xiong, Li Guo
UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning. IJCNN (2021)
Wei Cai, Gaopeng Gou, Minghao Jiang, Chang Liu, Gang Xiong, Zhen Li
MEMG: Mobile Encrypted Traffic Classification With Markov Chains and Graph Neural Network. HPCC/DSS/SmartCity/DependSys (2021)
Tianyu Cui, Gaopeng Gou, Gang Xiong, Chang Liu, Peipei Fu, Zhen Li
6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning. INFOCOM (2021)
Chang Liu, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Zhen Li, Zhihong Tian
Classifying encrypted traffic using adaptive fingerprints with multi-level attributes. World Wide Web 24 (6) (2021)
Candong Rong, Gaopeng Gou, Mingxin Cui, Gang Xiong, Zhen Li, Li Guo
TransNet: Unseen Malware Variants Detection Using Deep Transfer Learning. SecureComm (2) (2020)
Peipei Fu, Chang Liu, Qingya Yang, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Zhen Li
NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection. WISE (1) (2020)
Chengshang Hou, Gaopeng Gou, Gang Xiong, Zhen Li
Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study. APNOMS (2020)
Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong
Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. ISCC (2020)
Wei Cai, Gaopeng Gou, Peipei Fu, Minghao Jiang, Zhen Li, Gang Xiong
JumpEstimate: a Novel Black-box Countermeasure to Website Fingerprint Attack Based on Decision-boundary Confusion. ISCC (2020)
Yu Guo, Zhenzhen Li, Zhen Li, Gang Xiong, Minghao Jiang, Gaopeng Gou
FLAGB: Focal Loss based Adaptive Gradient Boosting for Imbalanced Traffic Classification. IJCNN (2020)
Yu Wang, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Chencheng Wang, Zhen Li
Identifying DApps and User Behaviors on Ethereum via Encrypted Traffic. SecureComm (2) (2020)
Zhong Guan, Gang Xiong, Zhen Li, Gaopeng Gou
ResTor: A Pre-Processing Model for Removing the Noise Pattern in Flow Correlation. ISCC (2020)
Jing Tian, Gang Xiong, Zhen Li, Gaopeng Gou
A Survey of Key Technologies for Constructing Network Covert Channel. Secur. Commun. Networks 2020 (2020)
Candong Rong, Gaopeng Gou, Mingxin Cui, Gang Xiong, Zhen Li, Li Guo
MalFinder: An Ensemble Learning-based Framework For Malicious Traffic Detection. ISCC (2020)
Yu Guo, Junzheng Shi, Zigang Cao, Cuicui Kang, Gang Xiong, Zhen Li
Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics. HPCC/SmartCity/DSS (2019)
Jing Tian, Gaopeng Gou, Chang Liu, Yige Chen, Gang Xiong, Zhen Li
DLchain: A Covert Channel over Blockchain Based on Dynamic Labels. ICICS (2019)
Wenxuan He, Gaopeng Gou, Cuicui Kang, Chang Liu, Zhen Li, Gang Xiong
Malicious Domain Detection via Domain Relationship and Graph Models. IPCCC (2019)
Chang Liu, Longtao He, Gang Xiong, Zigang Cao, Zhen Li
FS-Net: A Flow Sequence Network For Encrypted Traffic Classification. INFOCOM (2019)
Ziqing Zhang, Cuicui Kang, Gang Xiong, Zhen Li
Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS. CIKM (2019)
Chang Liu, Zigang Cao, Zhen Li, Gang Xiong
LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification. ISCC (2018)
Peipei Fu, Zhen Li, Gang Xiong, Zigang Cao, Cuicui Kang
SSL/TLS Security Exploration Through X.509 Certificate's Life Cycle Measurement. ISCC (2018)
Xudong Zeng, Cuicui Kang, Junzheng Shi, Zhen Li, Gang Xiong
Old Habits Die Hard: Fingerprinting Websites on the Cloud. ICCS (3) (2018)
Ying Yang, Cuicui Kang, Gaopeng Gou, Zhen Li, Gang Xiong
TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network. HPCC/SmartCity/DSS (2018)
Ziqing Zhang, Cuicui Kang, Peipei Fu, Zigang Cao, Zhen Li, Gang Xiong
Metrie learning with statistical features for network traffic classification. IPCCC (2017)
Gaopeng Gou, Junzheng Shi, Gang Xiong, Peipei Fu, Zhen Li, Zhenzhen Li
Image-Set Based Collaborative Representation for Face Recognition in Videos. PCM (2) (2017)
Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan, Junzheng Shi
Video face recognition through multi-scale and optimization of margin distributions. ICCS (2017)
Zhen Li, Haiqing Pan, Wenhao Liu, Fei Xu, Zigang Cao, Gang Xiong
A network attack forensic platform against HTTP evasive behavior. J. Supercomput. 73 (7) (2017)
Aonan Zhai, Fei Xu, Zigang Cao, Haiqing Pan, Zhen Li, Gang Xiong
Real Time Network File Similarity Detection Based on Approximate Matching. IEEE Symposium on Security and Privacy Workshops (2017)
Zixi Cai, Zigang Cao, Gang Xiong, Zhen Li, Wei Xia
POSTER: An Empirical Measurement Study on Multi-tenant Deployment Issues of CDNs. CCS (2017)
Cuicui Kang, Shengcai Liao, Zhen Li, Zigang Cao, Gang Xiong
Learning Deep Semantic Embeddings for Cross-Modal Retrieval. ACML (2017)
Fei Xu, Haiqing Pan, Zigang Cao, Zhen Li, Gang Xiong, Yangyang Guan, Siu-Ming Yiu
Identifying malware with HTTP content type inconsistency via header-payload comparison. IPCCC (2017)
Longxi Li, Gaopeng Gou, Gang Xiong, Zigang Cao, Zhen Li
Identifying Gambling and Porn Websites with Image Recognition. PCM (2) (2017)
Hongliang Yu, Yong Zhao, Gang Xiong, Li Guo, Zhen Li, Yong Wang
POSTER: Mining Elephant Applications in Unknown Traffic by Service Clustering. CCS (2014)
Yong Wang, Xiao-chun Yun, Yao Yao, Gang Xiong, Zhen Li
Traffic Measurement Based DNSSEC Analysis. CIT (2012)
Yong Wang, Xiaochun Yun, Gang Xiong, Zhen Li, Yao Yao
Availability analysis of DNSSEC resolution and validation service. CHINACOM (2012)