Yuan-Ming Huang

HyTMTC: A Pre-Training Method for Multi-Scenario Network Traffic Classification With Hybrid Transformer-Mamba

Network traffic classification is central to security monitoring and network management in heterogeneous environments. Existing deep learning approaches are often trained for a single scenario and require large amounts of labeled data, making them difficult to reuse when applications, traffic types, or encryption setti...