Traffic classification groups similar or related traffic data, which is one main stream
technique of data fusion in the field of network management and security. With the rapid …

Given the distributed nature of the massively connected “Things” in IoT, IoT networks have
been a primary target for cyberattacks. Although machine learning based network intrusion …

The increase in the source and size of encrypted network traffic brings significant challenges
for network traffic analysis. The challenging problem in the encrypted traffic classification …

For machine-learning-based network traffic classification, we usually need large number of
correctly labeled samples (ground truth) for model-training to get high accuracy. However in …

Traffic classification has recently been widely used in quality of service measurements,
network management and security monitoring. With the development of internet, many traffic …

Com o aparecimento das redes em malha sem-fios e da Internet of Things (IoT) aumentam
também os riscos associados à segurança das mesmas, seja pelo uso indevido da rede ou …

Prover um gerenciamento eficiente de uma rede é uma tarefa intimamente ligada ao
conhecimento sobre as informações que compõem o tráfego da rede. Tradicionalmente, um …