Chang Liu - RankMe

61 papers A* 6A 2B 7C 13Journal 19Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BAPTISM: A Robust Framework for Encrypted Malicious Traffic Identification With Low-Quality Training Data. IEEE Trans. Inf. Forensics Secur. Xiang Luo, Chang Liu, Gang Xiong, Gaopeng Gou, Zhen Li, Junzheng Shi, Li Guo, Binxing Fang
2026	J	`jnl`	TrafficCL: Contrastive learning on network traffic for accurate, efficient and robust IP cross-regional detection. Comput. Networks Yiyang Huang, Mingxin Cui, Gaopeng Gou, Chang Liu, Yong Wang, Bing Xia, Guoming Ren, Zheyuan Gu, Xiyuan Zhang, Gang Xiong
2025	B	`conf`	6RIS: IPv6 Address Correlation Attacks on TLS Encrypted Traffic Using Joint Representation of Interaction and Sequential Behavior. IWQoS Yang Li, Chang Liu, Gaopeng Gou, Tianyu Cui, Gang Xiong, Zhen Li, Jialin Zhang, Li Guo
2025	A*	`conf`	DecETT: Accurate App Fingerprinting Under Encrypted Tunnels via Dual Decouple-based Semantic Enhancement. WWW Zheyuan Gu, Chang Liu, Xiyuan Zhang, Chen Yang, Gaopeng Gou, Gang Xiong, Zhen Li, Sijia Li
2025	J	`jnl`	DecETT: Accurate App Fingerprinting Under Encrypted Tunnels via Dual Decouple-based Semantic Enhancement. CoRR Zheyuan Gu, Chang Liu, Xiyuan Zhang, Chen Yang, Gaopeng Gou, Gang Xiong, Zhen Li, Sijia Li
2025	B	`conf`	ET-FS: Functional Specialization Method for Multi-Task Learning in Encrypted Traffic Classification. TrustCom Xinzhu Feng, Gaopeng Gou, Chang Liu, Zheyuan Gu, Wenqi Dong, Famei He, Xuren Wang
2025	A*	`conf`	IPv6 Prefix Target Generation through Pattern and Distribution Learning using Vision-Transformer and Guided-Diffusion. INFOCOM Yaochen Ren, Gaopeng Gou, Chengshang Hou, Tianyu Cui, Zhen Li, Gang Xiong, Chang Liu
2025	J	`jnl`	MalRAG: A Retrieval-Augmented LLM Framework for Open-set Malicious Traffic Identification. CoRR Xiang Luo, Chang Liu, Gang Xiong, Chen Yang, Gaopeng Gou, Yaochen Ren, Zhen Li
2024	J	`jnl`	A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction. Comput. Networks Zhong Guan, Chang Liu, Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Ding, Chengshang Hou
2024	J	`jnl`	Identifying malicious traffic under concept drift based on intraclass consistency enhanced variational autoencoder. Sci. China Inf. Sci. Xiang Luo, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li, Binxing Fang
2024	J	`jnl`	Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis. Comput. Networks Zheyuan Gu, Gaopeng Gou, Chang Liu, Chen Yang, Xiyuan Zhang, Zhen Li, Gang Xiong
2024	J	`jnl`	Optimizing evasive maneuvering of planes using a flight quality driven model. Sci. China Inf. Sci. Chang Liu, Shaoshan Sun, Chenggang Tao, Yingxin Shou, Bin Xu
2024	C	`conf`	WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features. CSCWD Mengyan Liu, Gaopeng Gou, Gang Xiong, Junzheng Shi, Chang Liu, Chen Chen
2023	C	`conf`	A Recurrent Self-learning Labeler for Building Network Traffic Ground Truth. CSCWD Qingya Yang, Chang Liu, Peipei Fu, Bingxu Wang, Gaopeng Gou, Gang Xiong
2023	J	`jnl`	BoAu: Malicious traffic detection with noise labels based on boundary augmentation. Comput. Secur. Qingjun Yuan, Chang Liu, Wentao Yu, Yuefei Zhu, Gang Xiong, Yongjuan Wang, Gaopeng Gou
2023	B	`conf`	FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT. ICPADS Minsheng Le, Zhen Li, Chang Liu, Gaopeng Gou, Gang Xiong, Wei Xia
2023	J	`jnl`	Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning. Comput. Networks Chen Yang, Gang Xiong, Qing Zhang, Junzheng Shi, Gaopeng Gou, Zhen Li, Chang Liu
2023	J	`jnl`	FlowTracker: Improved flow correlation attacks with denoising and contrastive learning. Comput. Secur. Zhong Guan, Chang Liu, Gang Xiong, Zhen Li, Gaopeng Gou
2023	C	`conf`	PTC: Prompt-based Continual Encrypted Traffic Classification. CSCWD Wei Cai, Chengshang Hou, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li
2023	A	`conf`	TGC: Transaction Graph Contrast Network for Ethereum Phishing Scam Detection. ACSAC Sijia Li, Gaopeng Gou, Chang Liu, Gang Xiong, Zhen Li, Junchao Xiao, Xinyu Xing
2023	J	`jnl`	Zero-relabelling mobile-app identification over drifted encrypted network traffic. Comput. Networks Minghao Jiang, Mingxin Cui, Chang Liu, Gaopeng Gou, Gang Xiong, Zhen Li
2022	J	`jnl`	6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning. CoRR Tianyu Cui, Gaopeng Gou, Gang Xiong, Chang Liu, Peipei Fu, Zhen Li
2022	J	`jnl`	A Comprehensive Study of Accelerating IPv6 Deployment. CoRR Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
2022	C	`conf`	BSBA: Burst Series Based Approach for Identifying Fake Free-traffic. WoWMoM Sijia Li, Chang Liu, Zhen Li, Qingya Yang, Anlin Xu, Gaopeng Gou
2022	—	`conf`	GALG: Linking Addresses in Tracking Ecosystem Using Graph Autoencoder with Link Generation. ECML/PKDD (6) Tianyu Cui, Gang Xiong, Chang Liu, Junzheng Shi, Peipei Fu, Gaopeng Gou
2022	B	`conf`	Global-Aware Prototypical Network for Few-Shot Encrypted Traffic Classification. IFIP Networking Jingyu Guo, Mingxin Cui, Chengshang Hou, Gaopeng Gou, Zhen Li, Gang Xiong, Chang Liu
2022	—	`conf`	MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision. HPCC/DSS/SmartCity/DependSys Bingxu Wang, Yangyang Guan, Gaopeng Gou, Peipei Fu, Zhen Li, Qingya Yang, Chang Liu
2022	J	`jnl`	SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network. CoRR Tianyu Cui, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui, Chang Liu
2022	—	`conf`	TAN: Temporal Attention Enhanced Network for Cellular Traffic Prediction. WCSP Huaiyu Wu, Junyuan Wang, Chang Liu
2022	A*	`conf`	TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. WWW Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong
2022	J	`jnl`	TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection. CoRR Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong
2021	A*	`conf`	6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning. INFOCOM Tianyu Cui, Gaopeng Gou, Gang Xiong, Chang Liu, Peipei Fu, Zhen Li
2021	—	`conf`	A Study on Security Analysis of the Unlinkability in Tor. MILCOM Jing Tian, Gaopeng Gou, Yangyang Guan, Wei Xia, Gang Xiong, Chang Liu
2021	A	`conf`	BAPM: Block Attention Profiling Model for Multi-tab Website Fingerprinting Attacks on Tor. ACSAC Zhong Guan, Gang Xiong, Gaopeng Gou, Zhen Li, Mingxin Cui, Chang Liu
2021	—	`conf`	CQNet: A Clustering-Based Quadruplet Network for Decentralized Application Classification via Encrypted Traffic. ECML/PKDD (4) Yu Wang, Gang Xiong, Chang Liu, Zhen Li, Mingxin Cui, Gaopeng Gou
2021	J	`jnl`	Classifying encrypted traffic using adaptive fingerprints with multi-level attributes. World Wide Web Chang Liu, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Zhen Li, Zhihong Tian
2021	B	`conf`	GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting. IJCNN Jie Lu, Gaopeng Gou, Majing Su, Dong Song, Chang Liu, Chen Yang, Yangyang Guan
2021	—	`conf`	GMAF: A Novel Gradient-Based Model with ArcFace for Network Traffic Classification. HPCC/DSS/SmartCity/DependSys Yaohua Xia, Gang Xiong, Zhen Li, Gaopeng Gou, Chang Liu
2021	—	`conf`	MEMG: Mobile Encrypted Traffic Classification With Markov Chains and Graph Neural Network. HPCC/DSS/SmartCity/DependSys Wei Cai, Gaopeng Gou, Minghao Jiang, Chang Liu, Gang Xiong, Zhen Li
2021	—	`conf`	Multi-granularity Mobile Encrypted Traffic Classification Based on Fusion Features. SciSec Hui Zhang, Gaopeng Gou, Gang Xiong, Chang Liu, Yuewen Tan, Ke Ye
2021	C	`conf`	RecGraph: Graph Recovery Attack using Variational Graph Autoencoders. IPCCC Jing Tian, Chang Liu, Gaopeng Gou, Zhen Li, Gang Xiong, Yangyang Guan
2021	A*	`conf`	SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network. USENIX Security Symposium Tianyu Cui, Gaopeng Gou, Gang Xiong, Zhen Li, Mingxin Cui, Chang Liu
2021	J	`jnl`	Survey of security supervision on blockchain from the perspective of technology. J. Inf. Secur. Appl. Yu Wang, Gaopeng Gou, Chang Liu, Mingxin Cui, Zhen Li, Gang Xiong
2021	—	`conf`	TMT-RF: Tunnel Mixed Traffic Classification Based on Random Forest. SecureComm (1) Panpan Zhao, Gaopeng Gou, Chang Liu, Yangyang Guan, Mingxin Cui, Gang Xiong
2021	C	`conf`	Universal Perturbation for Flow Correlation Attack on Tor. IPCCC Jing Tian, Gaopeng Gou, Yangyang Guan, Wei Xia, Gang Xiong, Chang Liu
2020	J	`jnl`	A Unified Fourth-Order Tensor-Based Smart Community System. Sensors Chang Liu, Huaiyu Wu, Junyuan Wang, Mingkai Wang
2020	—	`conf`	NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection. WISE (1) Peipei Fu, Chang Liu, Qingya Yang, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Zhen Li
2020	C	`conf`	Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. ISCC Yutong Chen, Zhen Li, Junzheng Shi, Gaopeng Gou, Chang Liu, Gang Xiong
2020	—	`conf`	Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data. HPCC/DSS/SmartCity Peipei Fu, Qingya Yang, Chang Liu, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Li Guo
2019	C	`conf`	A Comprehensive Study of Accelerating IPv6 Deployment. IPCCC Tianyu Cui, Chang Liu, Gaopeng Gou, Junzheng Shi, Gang Xiong
2019	B	`conf`	A Multi-View Deep Learning Model for Encrypted Website Service Classification. GLOBECOM Kaiqi Liang, Gaopeng Gou, Cuicui Kang, Chang Liu, Min Yang, Yu Guo
2019	—	`conf`	A New Approach for Face Anti-Spoofing Using Handcrafted and Deep Network Features. SOLI Polash Kumar Das, Bin Hu, Chang Liu, Kaixin Cui, Prabhat Ranjan, Gang Xiong
2019	C	`conf`	DLchain: A Covert Channel over Blockchain Based on Dynamic Labels. ICICS Jing Tian, Gaopeng Gou, Chang Liu, Yige Chen, Gang Xiong, Zhen Li
2019	A*	`conf`	FS-Net: A Flow Sequence Network For Encrypted Traffic Classification. INFOCOM Chang Liu, Longtao He, Gang Xiong, Zigang Cao, Zhen Li
2019	C	`conf`	Malicious Domain Detection via Domain Relationship and Graph Models. IPCCC Wenxuan He, Gaopeng Gou, Cuicui Kang, Chang Liu, Zhen Li, Gang Xiong
2019	—	`conf`	Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks. CASE Meihua Zhao, Gang Xiong, Xiuqin Shang, Chang Liu, Zhen Shen, Huaiyu Wu
2019	C	`conf`	Vision Information and Laser Module Based UAV Target Tracking. IECON Chang Liu, Yansui Song, Yuyan Guo, Bin Xu, Yu Zhang, Li Li, Zhen Li
2018	C	`conf`	LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification. ISCC Chang Liu, Zigang Cao, Zhen Li, Gang Xiong
2018	B	`conf`	MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints. IWQoS Chang Liu, Zigang Cao, Gang Xiong, Gaopeng Gou, Siu-Ming Yiu, Longtao He
2017	C	`conf`	Auto-identification of background traffic based on autonomous periodic interaction. IPCCC Chang Liu, Lingwu Zeng, Junzheng Shi, Fei Xu, Gang Xiong, Siu-Ming Yiu
2015	—	`conf`	Detect the reflection amplification attack based on UDP protocol. ChinaCom Chang Liu, Gang Xiong, Jie Liu, Gaopeng Gou