Unmasking the Lurking: Malicious Behavior Detection for IoT Malware with Multi-label Classification
Ge, M. (2024). "Unmasking the Lurking: Malicious Behavior Detection for IoT Malware with Multi-label Classification." ACM.
CV
Education
- Ph.D., School of Computer Science and Technology, Harbin Institute of Technology, 2019-2024
- M.S., School of Computer Science and Technology, Harbin Institute of Technology, 2017-2019
- B.S., School of Computer Science and Technology, Harbin Institute of Technology, 2013-2017
Work Experience
- Dec 2021 - Jan 2025: Research Engineer
- School of Computer Science and Engineering, Nanyang Technological University
- Singapore
Research Interests
- IoT Security and Malware Detection
- Network Traffic Classification
- Privacy-preserving Computing
- Encrypted Traffic Analysis
Publications
Automatic Detection and Analysis towards Malicious Behavior in IoT Malware
Ge, M. (2023). "Automatic Detection and Analysis towards Malicious Behavior in IoT Malware." IEEE ICDMW 2023.
ENiD: An Encrypted Web Pages Traffic Identification Based on Web Visiting Behavior
Ge, M. (2022). "ENiD: An Encrypted Web Pages Traffic Identification Based on Web Visiting Behavior." IEEE ICDMW 2022.
Webpage matching based on visual similarity
Ge, M. (2022). "Webpage matching based on visual similarity." Computers, Materials and Continua.
Privacy-preserving trajectory similarity computation method
Ge, M. (2022). "Privacy-preserving trajectory similarity computation method." Journal on Communications.
Robot Communication: Network Traffic Classification Based on Deep Neural Network
Ge, M. (2021). "Robot Communication: Network Traffic Classification Based on Deep Neural Network." Frontiers in Neurorobotics.
Research on real-time high reliable network file distribution technology
Ge, M. (2020). "Research on real-time high reliable network file distribution technology." Computers, Materials and Continua.
An Efficient Security System for Mobile Data Monitoring
Ge, M. (2018). "An Efficient Security System for Mobile Data Monitoring." Wireless Communications and Mobile Computing.