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

Auto-identification of background traffic based on autonomous periodic interaction. - Chang Liu 049; Lingwu Zeng; Junzheng Shi; Fei Xu; Gang Xiong 001; Siu-Ming Yiu (IPCCC, 2017)

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

Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks. - Meihua Zhao; Gang Xiong 001; Xiuqin Shang; Chang Liu 049; Zhen Shen; Huaiyu Wu (CASE, 2019)

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)

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)

A Comprehensive Study of Accelerating IPv6 Deployment. - Tianyu Cui; Chang Liu 049; Gaopeng Gou; 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)

A New Approach for Face Anti-Spoofing Using Handcrafted and Deep Network Features. - Polash Kumar Das; Bin Hu 010; Chang Liu 049; Kaixin Cui; Prabhat Ranjan; Gang Xiong 001 (SOLI, 2019)

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)

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)

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 Unified Fourth-Order Tensor-Based Smart Community System. - Chang Liu 049; Huaiyu Wu; Junyuan Wang 001; Mingkai Wang (Sensors, 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)

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)

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)

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)

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)

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)

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)

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)

TAN: Temporal Attention Enhanced Network for Cellular Traffic Prediction. - Huaiyu Wu; Junyuan Wang 001; Chang Liu 049 (WCSP, 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)

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)

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)

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)

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)

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)

Optimizing evasive maneuvering of planes using a flight quality driven model. - Chang Liu 049; Shaoshan Sun; Chenggang Tao; Yingxin Shou; Bin Xu 003 (Sci. China Inf. Sci., 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)

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)