In network traffic classification, it is important to understand the correlation between network
traffic and its causal application, protocol, or service group, for example, in facilitating lawful …

Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …

A network traffic classifier (NTC) is an important part of current network monitoring systems,
being its task to infer the network service that is currently used by a communication flow (eg …

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 …

Network intrusion detection is one of the main problems in ensuring the security of modern
computer networks, Wireless Sensor Networks (WSN), and the Internet-of-Things (IoT). In …

Detecting botnets in a network is crucial because bots impact numerous areas such as cyber
security, finance, health care, law enforcement, and more. Botnets are becoming more …

Recent developments in Internet technology have led to an increased importance of network
traffic classification. In this study, we used machine-learning methods for the identification of …

The rapid adoption of mobile messaging Apps has enabled us to collect massive amount of
encrypted Internet traffic of mobile messaging. The classification of this traffic into different …

Network traffic classification, which can map network traffic to protocols in the application
layer, is a fundamental technique for network management and security issues such as …

Because of the dynamic nature of network traffic patterns, such as new traffic application
arrivals or flash events, it is becoming increasingly difficult for conventional anomaly …