• ​Suspicious Network Traffic Analysis
• Malware Analysis
• Cyber Attack Detection and Attribution

   

• 2021.10-present      Institute of Information Engineering, CAS     Senior Engineer
• 2015.3-2021.10      Institute of Information Engineering, CAS     Engineer

   

1. M3F: A novel multi-session and multi-protocol based malware traffic fingerprinting, COMPUTER NETWORKS, 2023
2. Measurement for encrypted open resolvers: Applications and security, COMPUTER NETWORKS, 2022
3. Malware Detected and Tell Me Why: An Verifiable Malware Detection Model with Graph Metric Learning, International Conference on Science of Cyber Security, 2022
4. Producing More with Less: A GAN-based Network Attack Detection Approach for Imbalanced Data, 24th IEEE International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD), 2021
5. A Weak Coupling of Semi-Supervised Learning with Generative Adversarial Networks for Malware Classification, 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021
6. Trojan Traffic Detection Based on Meta-learning, COMPUTATIONAL SCIENCE - ICCS 2021, 2021
7. HSRF: Community Detection Based on Heterogeneous Attributes and Semi-Supervised Random Forest, PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021
8. Assessing the Security of Campus Networks: The Case of Seven Universities, SENSORS, 2021
9. Spear Phishing Emails Detection Based on Machine Learning, PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)
10. Towards Comprehensive Detection of DNS Tunnels, 2020 25th IEEE Symposium on Computers and Communications (ISCC)