Chang Liu

According to our database, Chang Liu authored at least 47 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction.

Zhong Guan, Chang Liu, Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Ding, Chengshang Hou

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, Chen Yang, Xiyuan Zhang, Zhen Li, Gang Xiong

Comput. Networks, 2024

WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features.

Mengyan Liu, Gaopeng Gou, Gang Xiong, Junzheng Shi, Chang Liu, Chen Chen

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning.

Chen Yang, Gang Xiong, Qing Zhang, Junzheng Shi, Gaopeng Gou, Zhen Li, Chang Liu

Comput. Networks, June, 2023

Zero-relabelling mobile-app identification over drifted encrypted network traffic.

Minghao Jiang, Mingxin Cui, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li

Comput. Networks, June, 2023

BoAu: Malicious traffic detection with noise labels based on boundary augmentation.

Qingjun Yuan, Chang Liu, Wentao Yu, Yuefei Zhu, Gang Xiong, Yongjuan Wang, Gaopeng Gou

Comput. Secur., 2023

FlowTracker: Improved flow correlation attacks with denoising and contrastive learning.

Zhong Guan, Chang Liu, Gang Xiong, Zhen Li, Gaopeng Gou

Comput. Secur., 2023

FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT.

Minsheng Le, Zhen Li, Chang Liu, Gaopeng Gou, Gang Xiong, Wei Xia

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

A Recurrent Self-learning Labeler for Building Network Traffic Ground Truth.

Qingya Yang, Chang Liu, Peipei Fu, Bingxu Wang, Gaopeng Gou, Gang Xiong

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

PTC: Prompt-based Continual Encrypted Traffic Classification.

Wei Cai, Chengshang Hou, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

TGC: Transaction Graph Contrast Network for Ethereum Phishing Scam Detection.

Sijia Li, Gaopeng Gou, Chang Liu, Gang Xiong, Zhen Li, Junchao Xiao, Xinyu Xing

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection.

Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

BSBA: Burst Series Based Approach for Identifying Fake Free-traffic.

Sijia Li, Chang Liu, Zhen Li, Qingya Yang, Anlin Xu, Gaopeng Gou

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

TAN: Temporal Attention Enhanced Network for Cellular Traffic Prediction.

Huaiyu Wu, Junyuan Wang, Chang Liu

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation.

Tianyu Cui, Gang Xiong, Chang Liu, Junzheng Shi, Peipei Fu, Gaopeng Gou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification.

Jingyu Guo, Mingxin Cui, Chengshang Hou, Gaopeng Gou, Zhen Li, Gang Xiong, Chang Liu

Proceedings of the IFIP Networking Conference, 2022

MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision.

Bingxu Wang, Yangyang Guan, Gaopeng Gou, Peipei Fu, Zhen Li, Qingya Yang, Chang Liu

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Classifying encrypted traffic using adaptive fingerprints with multi-level attributes.

Chang Liu, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Zhen Li, Zhihong Tian

World Wide Web, 2021

Survey of security supervision on blockchain from the perspective of technology.

Yu Wang, Gaopeng Gou, Chang Liu, Mingxin Cui, Zhen Li, Gang Xiong

J. Inf. Secur. Appl., 2021

SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network.

Tianyu Cui, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui, Chang Liu

Proceedings of the 30th USENIX Security Symposium, 2021

TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest.

Panpan Zhao, Gaopeng Gou, Chang Liu, Yangyang Guan, Mingxin Cui, Gang Xiong

Proceedings of the Security and Privacy in Communication Networks, 2021

Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features.

Hui Zhang, Gaopeng Gou, Gang Xiong, Chang Liu, Yuewen Tan, Ke Ye

Proceedings of the Science of Cyber Security - Third International Conference, 2021

CQNet: A Clustering-Based Quadruplet Network for Decentralized Application Classification via Encrypted Traffic.

Yu Wang, Gang Xiong, Chang Liu, Zhen Li, Mingxin Cui, Gaopeng Gou

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

A Study on Security Analysis of the Unlinkability in Tor.

Jing Tian, Gaopeng Gou, Yangyang Guan, Wei Xia, Gang Xiong, Chang Liu

Proceedings of the 2021 IEEE Military Communications Conference, 2021

RecGraph: Graph Recovery Attack using Variational Graph Autoencoders.

Jing Tian, Chang Liu, Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan

Proceedings of the IEEE International Performance, 2021

Universal Perturbation for Flow Correlation Attack on Tor.

Jing Tian, Gaopeng Gou, Yangyang Guan, Wei Xia, Gang Xiong, Chang Liu

Proceedings of the IEEE International Performance, 2021

6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning.

Tianyu Cui, Gaopeng Gou, Gang Xiong, Chang Liu, Peipei Fu, Zhen Li

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting.

Jie Lu, Gaopeng Gou, Majing Su, Dong Song, Chang Liu, Chen Yang, Yangyang Guan

Proceedings of the International Joint Conference on Neural Networks, 2021

GMAF: A Novel Gradient-Based Model with ArcFace for Network Traffic Classification.

Yaohua Xia, Gang Xiong, Zhen Li, Gaopeng Gou, Chang Liu

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

MEMG: Mobile Encrypted Traffic Classification With Markov Chains and Graph Neural Network.

Wei Cai, Gaopeng Gou, Minghao Jiang, Chang Liu, Gang Xiong, Zhen Li

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

BAPM: Block Attention Profiling Model for Multi-tab Website Fingerprinting Attacks on Tor.

Zhong Guan, Gang Xiong, Gaopeng Gou, Zhen Li, Mingxin Cui, Chang Liu

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

A Unified Fourth-Order Tensor-Based Smart Community System.

Chang Liu, Huaiyu Wu, Junyuan Wang, Mingkai Wang

Sensors, 2020

NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection.

Peipei Fu, Chang Liu, Qingya Yang, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Zhen Li

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery.

Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong

Proceedings of the IEEE Symposium on Computers and Communications, 2020

Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data.

Peipei Fu, Qingya Yang, Chang Liu, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Li Guo

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

A New Approach for Face Anti-Spoofing Using Handcrafted and Deep Network Features.

Polash Kumar Das, Bin Hu, Chang Liu, Kaixin Cui, Prabhat Ranjan, Gang Xiong

Proceedings of the 2019 IEEE International Conference on Service Operations and Logistics, 2019

Malicious Domain Detection via Domain Relationship and Graph Models.

Wenxuan He, Gaopeng Gou, Cuicui Kang, Chang Liu, Zhen Li, Gang Xiong

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

A Comprehensive Study of Accelerating IPv6 Deployment.

Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification.

Chang Liu, Longtao He, Gang Xiong, Zigang Cao, Zhen Li

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Vision Information and Laser Module Based UAV Target Tracking.

Chang Liu, Yansui Song, Yuyan Guo, Bin Xu, Yu Zhang, Li Li, Zhen Li

Proceedings of the IECON 2019, 2019

DLchain: A Covert Channel over Blockchain Based on Dynamic Labels.

Jing Tian, Gaopeng Gou, Chang Liu, Yige Chen, Gang Xiong, Zhen Li

Proceedings of the Information and Communications Security - 21st International Conference, 2019

A Multi-View Deep Learning Model for Encrypted Website Service Classification.

Kaiqi Liang, Gaopeng Gou, Cuicui Kang, Chang Liu, Min Yang, Yu Guo

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks.

Meihua Zhao, Gang Xiong, Xiuqin Shang, Chang Liu, Zhen Shen, Huaiyu Wu

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints.

Chang Liu, Zigang Cao, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Longtao He

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification.

Chang Liu, Zigang Cao, Zhen Li, Gang Xiong

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

2017

Auto-identification of background traffic based on autonomous periodic interaction.

Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

2015

Detect the reflection amplification attack based on UDP protocol.

Chang Liu, Gang Xiong, Jie Liu, Gaopeng Gou

Proceedings of the 10th International Conference on Communications and Networking in China, 2015