Traffic Measurement Based DNSSEC Analysis. - Yong Wang 032; Xiao-chun Yun; Yao Yao; Gang Xiong 001; Zhen Li 011 (CIT, 2012)

Availability analysis of DNSSEC resolution and validation service. - Yong Wang 032; Xiaochun Yun; Gang Xiong 001; Zhen Li 011; Yao Yao (CHINACOM, 2012)

POSTER: Mining Elephant Applications in Unknown Traffic by Service Clustering. - Hongliang Yu; Yong Zhao; Gang Xiong 001; Li Guo 001; Zhen Li 011; Yong Wang 032 (CCS, 2014)

Learning Deep Semantic Embeddings for Cross-Modal Retrieval. - Cuicui Kang; Shengcai Liao; Zhen Li 011; Zigang Cao; Gang Xiong 001 (ACML, 2017)

POSTER: An Empirical Measurement Study on Multi-tenant Deployment Issues of CDNs. - Zixi Cai; Zigang Cao; Gang Xiong 001; Zhen Li 011; Wei Xia (CCS, 2017)

Video face recognition through multi-scale and optimization of margin distributions. - Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Yangyang Guan; Junzheng Shi (ICCS, 2017)

Identifying malware with HTTP content type inconsistency via header-payload comparison. - Fei Xu; Haiqing Pan; Zigang Cao; Zhen Li 011; Gang Xiong 001; Yangyang Guan; Siu-Ming Yiu (IPCCC, 2017)

Metrie learning with statistical features for network traffic classification. - Ziqing Zhang; Cuicui Kang; Peipei Fu; Zigang Cao; Zhen Li 011; Gang Xiong 001 (IPCCC, 2017)

Image-Set Based Collaborative Representation for Face Recognition in Videos. - Gaopeng Gou; Junzheng Shi; Gang Xiong 001; Peipei Fu; Zhen Li 011; Zhenzhen Li (PCM (2), 2017)

Identifying Gambling and Porn Websites with Image Recognition. - Longxi Li; Gaopeng Gou; Gang Xiong 001; Zigang Cao; Zhen Li 011 (PCM (2), 2017)

Real Time Network File Similarity Detection Based on Approximate Matching. - Aonan Zhai; Fei Xu; Zigang Cao; Haiqing Pan; Zhen Li 011; Gang Xiong 001 (IEEE Symposium on Security and Privacy Workshops, 2017)

A network attack forensic platform against HTTP evasive behavior. - Zhen Li 011; Haiqing Pan; Wenhao Liu; Fei Xu; Zigang Cao; Gang Xiong 001 (J. Supercomput., 2017)

An Overview of Blockchain Security Analysis. - Hai Wang; Yong Wang 032; Zigang Cao; Zhen Li 011; Gang Xiong 001 (CNCERT, 2018)

TLS/SSL Encrypted Traffic Classification with Autoencoder and Convolutional Neural Network. - Ying Yang; Cuicui Kang; Gaopeng Gou; Zhen Li 011; Gang Xiong 001 (HPCC/SmartCity/DSS, 2018)

Old Habits Die Hard: Fingerprinting Websites on the Cloud. - Xudong Zeng; Cuicui Kang; Junzheng Shi; Zhen Li 011; Gang Xiong 001 (ICCS (3), 2018)

SSL/TLS Security Exploration Through X.509 Certificate's Life Cycle Measurement. - Peipei Fu; Zhen Li 011; Gang Xiong 001; Zigang Cao; Cuicui Kang (ISCC, 2018)

LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification. - Chang Liu 049; Zigang Cao; Zhen Li 011; Gang Xiong 001 (ISCC, 2018)

Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS. - Ziqing Zhang; Cuicui Kang; Gang Xiong 001; Zhen Li 011 (CIKM, 2019)

Machine Learning Based CloudBot Detection Using Multi-Layer Traffic Statistics. - Yu Guo; Junzheng Shi; Zigang Cao; Cuicui Kang; Gang Xiong 001; Zhen Li 011 (HPCC/SmartCity/DSS, 2019)

DLchain: A Covert Channel over Blockchain Based on Dynamic Labels. - Jing Tian; Gaopeng Gou; Chang Liu 049; Yige Chen; Gang Xiong 001; Zhen Li 011 (ICICS, 2019)

Vision Information and Laser Module Based UAV Target Tracking. - Chang Liu 049; Yansui Song; Yuyan Guo; Bin Xu 003; Yu Zhang 018; Li Li; Zhen Li 011 (IECON, 2019)

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification. - Chang Liu 049; Longtao He; Gang Xiong 001; Zigang Cao; Zhen Li 011 (INFOCOM, 2019)

Malicious Domain Detection via Domain Relationship and Graph Models. - Wenxuan He; Gaopeng Gou; Cuicui Kang; Chang Liu 049; Zhen Li 011; Gang Xiong 001 (IPCCC, 2019)

Bridging Terrestrial Water Storage Anomaly During GRACE/GRACE-FO Gap Using SSA Method: A Case Study in China. - Wanqiu Li; Wei Wang 216; Chuanyin Zhang; Hanjiang Wen; Yulong Zhong; Yu Zhu; Zhen Li 011 (Sensors, 2019)

Joint Analysis of Port and Protocol via Endpoint Measurement: An Empirical Study. - Chengshang Hou; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (APNOMS, 2020)

FLAGB: Focal Loss based Adaptive Gradient Boosting for Imbalanced Traffic Classification. - Yu Guo; Zhenzhen Li; Zhen Li 011; Gang Xiong 001; Minghao Jiang; Gaopeng Gou (IJCNN, 2020)

JumpEstimate: a Novel Black-box Countermeasure to Website Fingerprint Attack Based on Decision-boundary Confusion. - Wei Cai 007; Gaopeng Gou; Peipei Fu; Minghao Jiang; Zhen Li 011; Gang Xiong 001 (ISCC, 2020)

Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. - Yutong Chen; Zhen Li 011; Junzheng Shi; Gaopeng Gou; Chang Liu 049; Gang Xiong 001 (ISCC, 2020)

ResTor: A Pre-Processing Model for Removing the Noise Pattern in Flow Correlation. - Zhong Guan; Gang Xiong 001; Zhen Li 011; Gaopeng Gou (ISCC, 2020)

MalFinder: An Ensemble Learning-based Framework For Malicious Traffic Detection. - Candong Rong; Gaopeng Gou; Mingxin Cui; Gang Xiong 001; Zhen Li 011; Li Guo 001 (ISCC, 2020)

TransNet: Unseen Malware Variants Detection Using Deep Transfer Learning. - Candong Rong; Gaopeng Gou; Mingxin Cui; Gang Xiong 001; Zhen Li 011; Li Guo 001 (SecureComm (2), 2020)

Identifying DApps and User Behaviors on Ethereum via Encrypted Traffic. - Yu Wang 134; Zhenzhen Li; Gaopeng Gou; Gang Xiong 001; Chencheng Wang; Zhen Li 011 (SecureComm (2), 2020)

NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection. - Peipei Fu; Chang Liu 049; Qingya Yang; Zhenzhen Li; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (WISE (1), 2020)

A Survey of Key Technologies for Constructing Network Covert Channel. - Jing Tian; Gang Xiong 001; Zhen Li 011; Gaopeng Gou (Secur. Commun. Networks, 2020)

BAPM: Block Attention Profiling Model for Multi-tab Website Fingerprinting Attacks on Tor. - Zhong Guan; Gang Xiong 001; Gaopeng Gou; Zhen Li 011; Mingxin Cui; Chang Liu 049 (ACSAC, 2021)

Multi-scene Classification of Blockchain Encrypted Traffic. - Yu Wang 134; Chencheng Wang; Gang Xiong 001; Zhen Li 011 (BlockSys, 2021)

EthSniffer: A Global Passive Perspective on Ethereum. - Wei Xia; Zhenzhen Li; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (BlockSys, 2021)

MEMG: Mobile Encrypted Traffic Classification With Markov Chains and Graph Neural Network. - Wei Cai 007; Gaopeng Gou; Minghao Jiang; Chang Liu 049; Gang Xiong 001; Zhen Li 011 (HPCC/DSS/SmartCity/DependSys, 2021)

Large-Scale Measurement of Encrypted TLS Server Name Indication (ESNI): How Far Have We Come? - Yangyang Guan; Wei Xia; Gaopeng Gou; Peipei Fu; Bingxu Wang; Zhen Li 011 (HPCC/DSS/SmartCity/DependSys, 2021)

GMAF: A Novel Gradient-Based Model with ArcFace for Network Traffic Classification. - Yaohua Xia; Gang Xiong 001; Zhen Li 011; Gaopeng Gou; Chang Liu 049 (HPCC/DSS/SmartCity/DependSys, 2021)

TunnelScanner: A Novel Approach For Tunnel Mixed Traffic Classification Using Machine Learning. - Panpan Zhao; Zhen Li 011; Mingxin Cui; Jie Lu; Gang Xiong 001; Gaopeng Gou (HPCC/DSS/SmartCity/DependSys, 2021)

Accelerating Robot Reinforcement Learning with Samples of Different Simulation Precision. - Yong Zhao; Yuanzhao Zhai; Jie Luo; Dawei Feng; Bo Ding; Zhen Li 011 (HPCC/DSS/SmartCity/DependSys, 2021)

After Everything is Connected: A Client Certificate-Oriented Perspective of IoT Device Security Analysis. - Wei Xia; Qiyu Zhang; Xin He; Wei Wang 314; Zhen Li 011; Gang Xiong 001 (ICIT, 2021)

Illuminate the Shadow: A Comprehensive Study of TLS Client Certificate Ecosystem in the Wild. - Wei Xia; Mingxin Cui; Wei Wang 314; Yangyang Guan; Zhenzhen Li; Zhen Li 011; Gang Xiong 001 (ICT, 2021)

TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification. - Yu Guo; Gang Xiong 001; Zhen Li 011; Junzheng Shi; Mingxin Cui; Gaopeng Gou (IJCNN, 2021)

UMVD-FSL: Unseen Malware Variants Detection Using Few-Shot Learning. - Candong Rong; Gaopeng Gou; Chengshang Hou; Zhen Li 011; Gang Xiong 001; Li Guo 001 (IJCNN, 2021)

6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning. - Tianyu Cui; Gaopeng Gou; Gang Xiong 001; Chang Liu 049; Peipei Fu; Zhen Li 011 (INFOCOM, 2021)

RecGraph: Graph Recovery Attack using Variational Graph Autoencoders. - Jing Tian; Chang Liu 049; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Yangyang Guan (IPCCC, 2021)

Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling. - Yu Guo; Gang Xiong 001; Zhen Li 011; Junzheng Shi; Mingxin Cui; Gaopeng Gou (Networking, 2021)

CQNet: A Clustering-Based Quadruplet Network for Decentralized Application Classification via Encrypted Traffic. - Yu Wang 134; Gang Xiong 001; Chang Liu 049; Zhen Li 011; Mingxin Cui; Gaopeng Gou (ECML/PKDD (4), 2021)

Towards Multi-source Extension: A Multi-classification Method Based on Sampled NetFlow Records. - Peipei Fu; Qingya Yang; Yangyang Guan; Bingxu Wang; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Zhenzhen Li (TrustCom, 2021)

LFETT2021: A Large-scale Fine-grained Encrypted Tunnel Traffic Dataset. - Zheyuan Gu; Gaopeng Gou; Chengshang Hou; Gang Xiong 001; Zhen Li 011 (TrustCom, 2021)

Old Habits Die Hard: A Sober Look at TLS Client Certificates in the Real World. - Wei Xia; Wei Wang 314; Xin He; Gang Xiong 001; Gaopeng Gou; Zhenzhen Li; Zhen Li 011 (TrustCom, 2021)

SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network. - Tianyu Cui; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Mingxin Cui; Chang Liu 049 (USENIX Security Symposium, 2021)

Survey of security supervision on blockchain from the perspective of technology. - Yu Wang 134; Gaopeng Gou; Chang Liu 049; Mingxin Cui; Zhen Li 011; Gang Xiong 001 (J. Inf. Secur. Appl., 2021)

Classifying encrypted traffic using adaptive fingerprints with multi-level attributes. - Chang Liu 049; Gang Xiong 001; Gaopeng Gou; Siu-Ming Yiu; Zhen Li 011; Zhihong Tian (World Wide Web, 2021)

Shoot Before You Escape: Dynamic Behavior Monitor of Bitcoin Users via Bi-Temporal Network Analytics. - Chen Zhao; Jianing Ding; Zhenzhen Li; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (ACISP, 2022)

WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps. - Yu Wang 134; Gang Xiong 001; Zhen Li 011; Mingxin Cui; Gaopeng Gou; Chengshang Hou (APWeb/WAIM (1), 2022)

METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders. - Wei Cai 007; Zhen Li 011; Peipei Fu; Chengshang Hou; Gang Xiong 001; Gaopeng Gou (HPCC/DSS/SmartCity/DependSys, 2022)

MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision. - Bingxu Wang; Yangyang Guan; Gaopeng Gou; Peipei Fu; Zhen Li 011; Qingya Yang; Chang Liu 049 (HPCC/DSS/SmartCity/DependSys, 2022)

Research on Novel TLS Protocol Network Traffic Management and Monitoring Method. - Yangyang Guan; Zhen Li 011; Gang Xiong 001 (ICCSIE, 2022)

Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification. - Jingyu Guo; Mingxin Cui; Chengshang Hou; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Chang Liu 049 (IFIP Networking, 2022)

Anomaly Detection in Encrypted Identity Resolution Traffic based on Machine Learning. - Zhishen Zhu; Hao Zhou; Qingya Yang; Chonghua Wang; Zhen Li 011 (QRS, 2022)

A Two-Stage Method for Fine-Grained DNS Covert Tunnel Behavior Detection. - Bingxu Wang; Gang Xiong 001; Peipei Fu; Gaopeng Gou; Yingchao Qin; Zhen Li 011 (SciSec, 2022)

BSBA: Burst Series Based Approach for Identifying Fake Free-traffic. - Sijia Li; Chang Liu 049; Zhen Li 011; Qingya Yang; Anlin Xu; Gaopeng Gou (WoWMoM, 2022)

ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification. - Xinjie Lin; Gang Xiong 001; Gaopeng Gou; Zhen Li 011; Junzheng Shi; Jing Yu 007 (WWW, 2022)

Accurate mobile-app fingerprinting using flow-level relationship with graph neural networks. - Minghao Jiang; Zhen Li 011; Peipei Fu; Wei Cai 007; Mingxin Cui; Gang Xiong 001; Gaopeng Gou (Comput. Networks, 2022)

Privacy protection of China's top websites: A Multi-layer privacy measurement via network behaviours and privacy policies. - Xinjie Lin; Han Liu; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (Comput. Secur., 2022)

TGC: Transaction Graph Contrast Network for Ethereum Phishing Scam Detection. - Sijia Li; Gaopeng Gou; Chang Liu 049; Gang Xiong 001; Zhen Li 011; Junchao Xiao; Xinyu Xing 001 (ACSAC, 2023)

PTC: Prompt-based Continual Encrypted Traffic Classification. - Wei Cai 007; Chengshang Hou; Chang Liu 049; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (CSCWD, 2023)

Identifying DoH Tunnel Traffic Using Core Feathers and Machine Learning Method. - Bingxu Wang; Gang Xiong 001; Gaopeng Gou; Jiaying Song; Zhen Li 011; Qingya Yang (CSCWD, 2023)

Covertness Analysis of Snowflake Proxy Request. - Yibo Xie; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Mingxin Cui (CSCWD, 2023)

Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic. - Qingya Yang; Peipei Fu; Junzheng Shi; Bingxu Wang; Zhen Li 011; Gang Xiong 001 (CSCWD, 2023)

Analysing Covertness of Tor Bridge Request. - Yibo Xie; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Mingxin Cui (ICC, 2023)

FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT. - Minsheng Le; Zhen Li 011; Chang Liu 049; Gaopeng Gou; Gang Xiong 001; Wei Xia (ICPADS, 2023)

FA-Net: More Accurate Encrypted Network Traffic Classification Based on Burst with Self-Attention. - Minghao Jiang; Mingxin Cui; Chengshang Hou; Wei Cai 007; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (IJCNN, 2023)

Bitcoin Mixing Service Detection Based on Spatio-Temporal Information Representation of Transaction Graph. - Hanzhi Yang; Zhenzhen Li; Gaopeng Gou; Junzheng Shi; Gang Xiong 001; Zhen Li 011 (IPCCC, 2023)

MENDER: Multi-level Feature Fusion Discovery Framework for Exposed ICS Remote Management Devices in the Wild. - Liuxing Su; Zhenzhen Li; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Chengshang Hou (TrustCom, 2023)

FlowTracker: Improved flow correlation attacks with denoising and contrastive learning. - Zhong Guan; Chang Liu 049; Gang Xiong 001; Zhen Li 011; Gaopeng Gou (Comput. Secur., 2023)

Zero-relabelling mobile-app identification over drifted encrypted network traffic. - Minghao Jiang; Mingxin Cui; Chang Liu 049; Gaopeng Gou; Gang Xiong 001; Zhen Li 011 (Comput. Networks, 2023)

Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning. - Chen Yang; Gang Xiong 001; Qing Zhang; Junzheng Shi; Gaopeng Gou; Zhen Li 011; Chang Liu 049 (Comput. Networks, 2023)

RecoSelector: Cost-Sensitive Feature Selection for Network Intrusion Detection in Resource-Constrained Internet of Things. - Ziqian Chen; Wei Xia; Zhen Li 011; Gang Xiong 001; Gaopeng Gou (IPCCC, 2024)

HoneyRank: A Low-Cost Discovering Method of 0-Day Ethereum Smart Contract Honeypots. - Jiaying Song; Zhen Li 011; Gaopeng Gou; Bingxu Wang; Gang Xiong 001; Yingchao Qin (MSN, 2024)

OSN Bots Traffic Transformer : MAE-Based Multimodal Social Bots Behavior Pattern Mining. - Haonan Zhai; Ruiqi Liang; Zhenzhen Li; Zhen Li 011; Wei Xia; Bingxu Wang; Qingya Yang (TrustCom, 2024)

Identifying malicious traffic under concept drift based on intraclass consistency enhanced variational autoencoder. - Xiang Luo; Chang Liu 049; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Binxing Fang (Sci. China Inf. Sci., 2024)

Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis. - Zheyuan Gu; Gaopeng Gou; Chang Liu 049; Chen Yang; Xiyuan Zhang; Zhen Li 011; Gang Xiong 001 (Comput. Networks, 2024)

A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction. - Zhong Guan; Chang Liu 049; Gaopeng Gou; Zhen Li 011; Gang Xiong 001; Yangyang Ding; Chengshang Hou (Comput. Networks, 2024)

DomEye: Detecting network covert channel of domain fronting with throughput fluctuation. - Yibo Xie; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Wei Xia (Comput. Secur., 2024)

Traffic spills the beans: A robust video identification attack against YouTube. - Xiyuan Zhang; Gang Xiong 001; Zhen Li 011; Chen Yang; Xinjie Lin; Gaopeng Gou; Binxing Fang (Comput. Secur., 2024)

HDFG: Ethereum Smart Contract Honeypot Detection Based on Pre-Training Techniques. - Jiaying Song; Zhen Li 011; Yingchao Qin; Bingxu Wang; Gang Xiong 001; Hanwen Miao (CSCWD, 2025)

ANASETC: Automatic Neural Architecture Search for Encrypted Traffic Classification. - Heng Zhang; Ziqian Chen; Wei Xia; Gang Xiong 001; Gaopeng Gou; Zhen Li 011; Guangyan Huang; Yunpeng Li (ICASSP, 2025)

IPv6 Prefix Target Generation through Pattern and Distribution Learning using Vision-Transformer and Guided-Diffusion. - Yaochen Ren; Gaopeng Gou; Chengshang Hou; Tianyu Cui; Zhen Li 011; Gang Xiong 001; Chang Liu 049 (INFOCOM, 2025)

DecETT: Accurate App Fingerprinting Under Encrypted Tunnels via Dual Decouple-based Semantic Enhancement. - Zheyuan Gu; Chang Liu 049; Xiyuan Zhang; Chen Yang; Gaopeng Gou; Gang Xiong 001; Zhen Li 011; Sijia Li (WWW, 2025)

HoleMal: A lightweight IoT malware detection framework based on efficient host-level traffic processing. - Ziqian Chen; Wei Xia; Zhen Li 011; Gang Xiong 001; Gaopeng Gou; Heng Zhang; Haikuo Li; Junchao Xiao (Comput. Secur., 2025)

Respond to Change With Constancy: Instruction-Tuning With LLM for Non-I.I.D. Network Traffic Classification. - Xinjie Lin; Gang Xiong 001; Gaopeng Gou; Wenqi Dong; Jing Yu 007; Zhen Li 011; Wei Xia (IEEE Trans. Inf. Forensics Secur., 2025)

T2VParser: Adaptive Decomposition Tokens for Partial Alignment in Text to Video Retrieval. - Yili Li; Gang Xiong 001; Gaopeng Gou; Xiangyan Qu; Jiamin Zhuang; Zhen Li 011; Junzheng Shi (CoRR, 2025)