Chang Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Traffic Analysis

Network Traffic

Top Venues

Comput. Networks

Publications

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)
Mengyan Liu, Gaopeng Gou, Gang Xiong, Junzheng Shi, Chang Liu, Chen Chen
WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features. CSCWD (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)
Chen Yang, Gang Xiong, Qing Zhang, Junzheng Shi, Gaopeng Gou, Zhen Li, Chang Liu
Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning. Comput. Networks 228 (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)
Qingjun Yuan, Chang Liu, Wentao Yu, Yuefei Zhu, Gang Xiong, Yongjuan Wang, Gaopeng Gou
BoAu: Malicious traffic detection with noise labels based on boundary augmentation. Comput. Secur. 131 (2023)
Qingya Yang, Chang Liu, Peipei Fu, Bingxu Wang, Gaopeng Gou, Gang Xiong
A Recurrent Self-learning Labeler for Building Network Traffic Ground Truth. CSCWD (2023)
Wei Cai, Chengshang Hou, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li
PTC: Prompt-based Continual Encrypted Traffic Classification. 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)
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)
Sijia Li, Chang Liu, Zhen Li, Qingya Yang, Anlin Xu, Gaopeng Gou
BSBA: Burst Series Based Approach for Identifying Fake Free-traffic. WoWMoM (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)
Tianyu Cui, Gang Xiong, Chang Liu, Junzheng Shi, Peipei Fu, Gaopeng Gou
GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation. ECML/PKDD (6) (2022)
Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
A Comprehensive Study of Accelerating IPv6 Deployment. CoRR (2022)
Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong
TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. WWW (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)
Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong
TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. CoRR (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)
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)
Hui Zhang, Gaopeng Gou, Gang Xiong, Chang Liu, Yuewen Tan, Ke Ye
Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features. SciSec (2021)
Zhong Guan, Gang Xiong, Gaopeng Gou, Zhen Li, Mingxin Cui, Chang Liu
BAPM: Block Attention Profiling Model for Multi-tab Website Fingerprinting Attacks on Tor. ACSAC (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)
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)
Jing Tian, Gaopeng Gou, Yangyang Guan, Wei Xia, Gang Xiong, Chang Liu
A Study on Security Analysis of the Unlinkability in Tor. MILCOM (2021)
Panpan Zhao, Gaopeng Gou, Chang Liu, Yangyang Guan, Mingxin Cui, Gang Xiong
TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest. SecureComm (1) (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)
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)
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)
Kaiqi Liang, Gaopeng Gou, Cuicui Kang, Chang Liu, Min Yang, Yu Guo
A Multi-View Deep Learning Model for Encrypted Website Service Classification. GLOBECOM (2019)
Meihua Zhao, Gang Xiong, Xiuqin Shang, Chang Liu, Zhen Shen, Huaiyu Wu
Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks. CASE (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)
Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
A Comprehensive Study of Accelerating IPv6 Deployment. IPCCC (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)
Chang Liu, Zigang Cao, Zhen Li, Gang Xiong
LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification. ISCC (2018)
Chang Liu, Zigang Cao, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Longtao He
MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints. IWQoS (2018)
Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu
Auto-identification of background traffic based on autonomous periodic interaction. IPCCC (2017)
Chang Liu, Gang Xiong, Jie Liu, Gaopeng Gou
Detect the reflection amplification attack based on UDP protocol. ChinaCom (2015)