Temporal-spatial face recognition using multi-atlas and Markov process model. - Gaopeng Gou; Rui Shen 002; Yunhong Wang 001; Anup Basu (ICME, 2011)

A Novel Video Face Clustering Algorithm Based on Divide and Conquer Strategy. - Gaopeng Gou; Di Huang 001; Yunhong Wang 001 (PRICAI, 2012)

A Hybrid Local Feature for Face Recognition. - Gaopeng Gou; Di Huang 001; Yunhong Wang 001 (PRICAI, 2012)

A parallel matrix factorization based recommender by alternating stochastic gradient decent. - Xin Luo 001; Huijun Liu 002; Gaopeng Gou; Yunni Xia; Qingsheng Zhu (Eng. Appl. Artif. Intell., 2012)

Video face recognition via combination of real-time local features and temporal-spatial cues. - Gaopeng Gou; Di Huang 001; Yunhong Wang 001 (IET Comput. Vis., 2014)

Active Calibration. - Rui Shen 002; Gaopeng Gou; Irene Cheng 001; Anup Basu (Computer Vision, A Reference Guide, 2014)

Detect the reflection amplification attack based on UDP protocol. - Chang Liu 049; Gang Xiong 001; Jie Liu; Gaopeng Gou (ChinaCom, 2015)

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)

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)

Discovering abnormal behaviors via HTTP header fields measurement. - Gaopeng Gou; Quan Bai; Gang Xiong 001; Zhenzhen Li (Concurr. Comput. Pract. Exp., 2017)

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)

MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints. - Chang Liu 049; Zigang Cao; Gang Xiong 001; Gaopeng Gou; Siu-Ming Yiu; Longtao He (IWQoS, 2018)

A Multi-View Deep Learning Model for Encrypted Website Service Classification. - Kaiqi Liang; Gaopeng Gou; Cuicui Kang; Chang Liu 049; Min Yang; Yu Guo (GLOBECOM, 2019)

An Analysis of Anomalous User Agent Strings in Network Traffic. - Jie Chen 001; Gaopeng Gou; Gang Xiong 001 (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)

A Comprehensive Study of Accelerating IPv6 Deployment. - Tianyu Cui; Chang Liu 049; Gaopeng Gou; Junzheng Shi; Gang Xiong 001 (IPCCC, 2019)

Identify OS from encrypted traffic with TCP/IP stack fingerprinting. - Xinlei Fan; Gaopeng Gou; Cuicui Kang; Junzheng Shi; Gang Xiong 001 (IPCCC, 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)

I Know What You Are Doing With Remote Desktop. - Minghao Jiang; Gaopeng Gou; Junzheng Shi; Gang Xiong 001 (IPCCC, 2019)

An Empirical Analysis of Plugin-Based Tor Traffic over SSH Tunnel. - Zhong Guan; Gaopeng Gou; Yangyang Guan; Bingxu Wang (MILCOM, 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)

Mining the Characteristics of the Ethereum P2P Network. - Zhenzhen Li; Wei Xia; Mingxin Cui; Peipei Fu; Gaopeng Gou; Gang Xiong 001 (BSCI, 2020)

PST: a More Practical Adversarial Learning-based Defense Against Website Fingerprinting. - Minghao Jiang; Yong Wang 032; Gaopeng Gou; Wei Cai 007; Gang Xiong 001; Junzheng Shi (GLOBECOM, 2020)

Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data. - Peipei Fu; Qingya Yang; Chang Liu 049; Zhenzhen Li; Gaopeng Gou; Gang Xiong 001; Li Guo 001 (HPCC/DSS/SmartCity, 2020)

MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy. - Lei Xu; Gang Xiong 001; Gaopeng Gou; Jie Chen 001; Tianyu Cui; Tianyi Shan (HPCC/DSS/SmartCity, 2020)

An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate. - Junzheng Shi; Qingya Yang; Gaopeng Gou; Gang Xiong 001 (ICCBN, 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)

WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. - Chengshang Hou; Gaopeng Gou; Junzheng Shi; Peipei Fu; Gang Xiong 001 (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)

6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation. - Tianyu Cui; Gaopeng Gou; Gang Xiong 001 (PAKDD (1), 2020)

6VecLM: Language Modeling in Vector Space for IPv6 Target Generation. - Tianyu Cui; Gang Xiong 001; Gaopeng Gou; Junzheng Shi; Wei Xia (ECML/PKDD (4), 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)

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)

Let Imbalance Have Nowhere to Hide: Class-Sensitive Feature Extraction for Imbalanced Traffic Classification. - Yu Guo; Gaopeng Gou; Gang Xiong 001; Minghao Jiang; Junzheng Shi; Wei Xia (IJCNN, 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)

GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting. - Jie Lu; Gaopeng Gou; Majing Su; Dong Song; Chang Liu 049; Chen Yang; Yangyang Guan (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)

Universal Perturbation for Flow Correlation Attack on Tor. - Jing Tian; Gaopeng Gou; Yangyang Guan; Wei Xia; Gang Xiong 001; Chang Liu 049 (IPCCC, 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)

A Study on Security Analysis of the Unlinkability in Tor. - Jing Tian; Gaopeng Gou; Yangyang Guan; Wei Xia; Gang Xiong 001; Chang Liu 049 (MILCOM, 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)

Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features. - Hui Zhang 056; Gaopeng Gou; Gang Xiong 001; Chang Liu 049; Yuewen Tan; Ke Ye (SciSec, 2021)

TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest. - Panpan Zhao; Gaopeng Gou; Chang Liu 049; Yangyang Guan; Mingxin Cui; Gang Xiong 001 (SecureComm (1), 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)

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)

GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation. - Tianyu Cui; Gang Xiong 001; Chang Liu 049; Junzheng Shi; Peipei Fu; Gaopeng Gou (ECML/PKDD (6), 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)

MCFM: Discover Sensitive Behavior from Encrypted Traffic in Industrial Control System. - Zhishen Zhu; Junzheng Shi; Chonghua Wang; Gang Xiong 001; Zhiqiang Hao; Gaopeng Gou (TrustCom, 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)

TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. - Sijia Li; Gaopeng Gou; Chang Liu 049; Chengshang Hou; Zhenzhen Li; Gang Xiong 001 (WWW, 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)

A Recurrent Self-learning Labeler for Building Network Traffic Ground Truth. - Qingya Yang; Chang Liu 049; Peipei Fu; Bingxu Wang; Gaopeng Gou; 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)

The Potential Utility of Image Descriptions: User Identity Linkage across Social Networks Based on MultiModal Self-Attention Fusion. - Yunfeng Li; Gaopeng Gou; Gang Xiong; Zhen Li; Mingxin Cui (IPCCC, 2023)

Identifying Exposed ICS Remote Management Device using Multimodal Feature in the Wild. - Liuxing Su; Zhenzhen Li; Gaopeng Gou; Zhen Li; Gang Xiong; Chengshang Hou (IPCCC, 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)

BoAu: Malicious traffic detection with noise labels based on boundary augmentation. - Qingjun Yuan; Chang Liu 049; Wentao Yu; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang; 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)

FSAM Framework for Online CDN-Based Website Classification. - Yulong Zhan; Yang Cai; Gang Xiong 001; Gaopeng Gou; Xiaoqian Li (ACISP (3), 2024)

WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features. - Mengyan Liu; Gaopeng Gou; Gang Xiong 001; Junzheng Shi; Chang Liu 049; Chen Chen (CSCWD, 2024)

User Behavior Forensics on Encrypted Traffic in the Industrial Internet of Things. - Zhishen Zhu; Gaopeng Gou; Chonghua Wang; Hao Zhou; Chen Lin; Gang Xiong 001 (IFIP Int. Conf. Digital Forensics, 2024)

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)

Smart Contract Vulnerability Detection Based on AST-Augmented Heterogeneous Graphs. - Haikuo Li; Gang Xiong; Chengshang Hou; Gaopeng Gou; Ziqian Chen; Zhen Li (IPCCC, 2024)

Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning. - Xiangyan Qu; Jing Yu 007; Keke Gai; Jiamin Zhuang; Yuanmin Tang; Gang Xiong 001; Gaopeng Gou; Qi Wu 001 (ACM Multimedia, 2024)

Flexible Semantic Watermarking for Robust Diffusion Model Detection and Tracing. - Zhitong Zhu; Jing Yu 007; Keke Gai; Jiamin Zhuang; Gaopeng Gou; Gang Xiong 001 (MMAsia, 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)

Multi-modal Multi-task Tiered Expert (M3TTE): An Effective Method for CDN Website Classification. - Yulong Zhan; Yang Cai; Gang Xiong 001; Gaopeng Gou; Xiaoqian Li (SciSec, 2024)

Anti-Packet-Loss Encrypted Traffic Classification via Masked Autoencoder. - Chen Yang; Li Guo 001; Zheyuan Gu; Gaopeng Gou; Xinjie Lin; Gang Xiong 001; Yangyang Guan (WASA (1), 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)

ULDC: Unsupervised Learning-Based Data Cleaning for Malicious Traffic With High Noise. - Qingjun Yuan; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang; Wentao Yu; Bin Luo 001; Gaopeng Gou (Comput. J., 2024)

Incremental encrypted traffic classification via contrastive prototype networks. - Wei Cai 007; Chengshang Hou; Mingxin Cui; Bingxu Wang; Gang Xiong 001; Gaopeng Gou (Comput. Networks, 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)

Combine intra- and inter-flow: A multimodal encrypted traffic classification model driven by diverse features. - Xiangbin Wang; Qingjun Yuan; Yongjuan Wang; Gaopeng Gou; Chunxiang Gu; Gang Yu; Gang Xiong 001 (Comput. Networks, 2024)

CETP: A novel semi-supervised framework based on contrastive pre-training for imbalanced encrypted traffic classification. - Xinjie Lin; Longtao He; Gaopeng Gou; Jing Yu 007; Zhong Guan; Xiang Li; Juncheng Guo; Gang Xiong 001 (Comput. Secur., 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)

Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Jing Yu 007; Keke Gai; Jiamin Zhuang; Gaopeng Gou; Gang Xiong 001; Qi Wu 001 (CoRR, 2024)

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Xiaoting Qin; Jue Zhang; Jing Yu 007; Gaopeng Gou; Gang Xiong 001; Qingwei Ling; Saravan Rajmohan; Dongmei Zhang 001; Qi Wu 001 (CoRR, 2024)

MCRe: A Unified Framework for Handling Malicious Traffic With Noise Labels Based on Multidimensional Constraint Representation. - Qingjun Yuan; Gaopeng Gou; Yanbei Zhu; Yuefei Zhu; Gang Xiong 001; Yongjuan Wang (IEEE Trans. Inf. Forensics 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)

MMCo: using multimodal deep learning to detect malicious traffic with noisy labels. - Qingjun Yuan; Gaopeng Gou; Yuefei Zhu; Yongjuan Wang (Frontiers Comput. Sci., 2024)

Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency. - Qingjun Yuan; Weina Niu; Yongjuan Wang; Gaopeng Gou; Bin Lu (IEEE Netw. Lett., 2024)

TA: A Chinese Adversarial Samples Generation Approach Based on Multi-Strategy Perturbations. - Yangyang Ding; Gaopeng Gou; Qingya Yang (CSCWD, 2025)

ProAPO: Progressively Automatic Prompt Optimization for Visual Classification. - Xiangyan Qu; Gaopeng Gou; Jiamin Zhuang; Jing Yu; Kun Song; Qihao Wang; Yili Li; Gang Xiong (CVPR, 2025)

Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Jing Yu 007; Keke Gai; Jiamin Zhuang; Gang Xiong 001; Gaopeng Gou; Qi Wu 001 (CVPR, 2025)

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval. - Yuanmin Tang; Jue Zhang; Xiaoting Qin; Jing Yu 007; Gaopeng Gou; Gang Xiong 001; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Wu 001 (CVPR, 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)

RDA: Regularized Domain Adaptation for Multimedia Event Extraction. - Yuhui Zhang; Yongxiu Xu; Minghao Tang; Xinkui Lin; Yubin Wang; Hongbo Xu; Gaopeng Gou (ICIC (9), 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)

Soft Multi-view Representation Learning for Disambiguating Text-Based Person Retrieval. - Jiamin Zhuang; Jing Yu 007; Xiangyan Qu; Yuanmin Tang; Gaopeng Gou; Gang Xiong 001; Qi Wu 001 (WASA (1), 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)

Enhanced detection of obfuscated HTTPS tunnel traffic using heterogeneous information network. - Mengyan Liu; Gaopeng Gou; Gang Xiong 001; Junzheng Shi; Zhong Guan; Hanwen Miao; Yang Li (Comput. Networks, 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)

Deep learning and pre-training technology for encrypted traffic classification: A comprehensive review. - Wenqi Dong; Jing Yu 007; Xinjie Lin; Gaopeng Gou; Gang Xiong 001 (Neurocomputing, 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)

ProAPO: Progressively Automatic Prompt Optimization for Visual Classification. - Xiangyan Qu; Gaopeng Gou; Jiamin Zhuang; Jing Yu 007; Kun Song; Qihao Wang; Yili Li; Gang Xiong 001 (CoRR, 2025)

MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification. - Xiangyan Qu; Jing Yu 007; Jiamin Zhuang; Gaopeng Gou; Gang Xiong 001; Qi Wu 001 (CoRR, 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)