publications
publiced papers.
2023
- Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-TrainingIn 20th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2023, Madrid, Spain, September 11-14, 2023, 2023
- GPMT: Generating practical malicious traffic based on adversarial attacks with little prior knowledgeComput. Secur., 2023
- DRDoSHunter: A Novel Approach Based on FDA and Inter-flow Features for DRDoS DetectionIn IEEE Symposium on Computers and Communications, ISCC 2023, Gammarth, Tunisia, July 9-12, 2023, 2023
2022
- Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic featuresComput. Secur., 2022
- Analysis and Detection against Network Attacks in the Overlapping Phenomenon of Behavior AttributeComput. Secur., 2022
- VT-GAT: A Novel VPN Encrypted Traffic Classification Model Based on Graph Attention Neural NetworkIn Collaborative Computing: Networking, Applications and Worksharing - 18th EAI International Conference, CollaborateCom 2022, Hangzhou, China, October 15-16, 2022, Proceedings, Part II, 2022
- TrafficGCN: Mobile Application Encrypted Traffic Classification Based on GCNIn IEEE Global Communications Conference, GLOBECOM 2022, Rio de Janeiro, Brazil, December 4-8, 2022, 2022
- Analysis and Detection Against Overlapping Phenomenon of Behavioral Attribute in Network AttacksIn Science of Cyber Security - 4th International Conference, SciSec 2022, Matsue, Japan, August 10-12, 2022, Revised Selected Papers, 2022
- RAAM: A Restricted Adversarial Attack Model with Adding Perturbations to Traffic FeaturesIn ICT Systems Security and Privacy Protection - 37th IFIP TC 11 International Conference, SEC 2022, Copenhagen, Denmark, June 13-15, 2022, Proceedings, 2022
2020
- HSTF-Model: An HTTP-based Trojan detection model via the Hierarchical Spatio-temporal Features of TrafficsComput. Secur., 2020
2019
- A Method Based on Hierarchical Spatiotemporal Features for Trojan Traffic DetectionIn 38th IEEE International Performance Computing and Communications Conference, IPCCC 2019, London, United Kingdom, October 29-31, 2019, 2019
- A Method of HTTP Malicious Traffic Detection on Mobile NetworksIn 2019 IEEE Wireless Communications and Networking Conference, WCNC 2019, Marrakesh, Morocco, April 15-18, 2019, 2019