Chang Liu
Orcid: 0000-0002-4798-0443Affiliations:
- Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China
- Chinese Academy of Sciences, School of Cyber Security, Beijing, China
According to our database1,
Chang Liu
authored at least 46 papers
between 2015 and 2024.
Collaborative distances:
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Bibliography
2024
Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis.
Comput. Networks, 2024
WebPromptM2: A Website Classification Method Leveraging Prompt-Based Learning with Multimodal Features.
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.
Comput. Networks, June, 2023
Comput. Networks, June, 2023
Comput. Secur., 2023
FlowTracker: Improved flow correlation attacks with denoising and contrastive learning.
Comput. Secur., 2023
FedMP: Robust and Communication-Efficient Federated Multi-Prototype Intrusion Detection Framework in IoT.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
Proceedings of the Annual Computer Security Applications Conference, 2023
2022
TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022
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.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the IFIP Networking Conference, 2022
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.
World Wide Web, 2021
J. Inf. Secur. Appl., 2021
SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network.
Proceedings of the 30th USENIX Security Symposium, 2021
Proceedings of the Security and Privacy in Communication Networks, 2021
Proceedings of the Science of Cyber Security - Third International Conference, 2021
CQNet: A Clustering-Based Quadruplet Network for Decentralized Application Classification via Encrypted Traffic.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Proceedings of the 2021 IEEE Military Communications Conference, 2021
Proceedings of the IEEE International Performance, 2021
Proceedings of the IEEE International Performance, 2021
6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
GAP-WF: Graph Attention Pooling Network for Fine-grained SSL/TLS Website Fingerprinting.
Proceedings of the International Joint Conference on Neural Networks, 2021
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.
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.
Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021
2020
NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020
Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery.
Proceedings of the IEEE Symposium on Computers and Communications, 2020
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
Proceedings of the 2019 IEEE International Conference on Service Operations and Logistics, 2019
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the IECON 2019, 2019
Proceedings of the Information and Communications Security - 21st International Conference, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Nonlinear Deformation Prediction and Compensation for 3D Printing Based on CAE Neural Networks.
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.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
LaFFT: Length-Aware FFT Based Fingerprinting for Encrypted Network Traffic Classification.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
2017
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017
2015
Proceedings of the 10th International Conference on Communications and Networking in China, 2015