Encrypted traffic classification is receiving widespread attention from researchers and
industrial companies. However, the existing methods only extract flow-level features, failing …

Network traffic classification is the fundamental and vital function for network management,
network security and so on. With the traffic scenarios becoming more and more complex …

Network traffic classification plays a crucial role in network management and cyberspace
security. As the Internet evolves with new applications and protocols, traditional machine …

The fast online classification (FOC) of network traffic plays a critical role in the network
resource management and quality of service support. However, traditional network flow …

Machine Learning (ML)-based techniques are increasingly used for network management
tasks, such as intrusion detection, application identification, or asset management. Recent …

As network security receives widespread attention, encrypted traffic classification has
become the current research focus. However, existing methods conduct traffic classification …

Network traffic identification has a significant impact on the QoS (Quality of Service) of
network. However, there are challenges in performing network traffic identification, including …