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 …

During the last decade, optical networks have become “smart networks”. Software-defined
networks, software-defined optical networks, and elastic optical networks are some …

Various attacks have emerged as the major threats to the success of a connected world like
the Internet of Things (IoT), in which billions of devices interact with each other to facilitate …

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 Traffic Monitoring and Analysis (NTMA) represents a key component for network
management, especially to guarantee the correct operation of large-scale networks such as …

The growing usage of smartphones in everyday life is deeply (and rapidly) changing the
nature of traffic traversing home and enterprise networks, and the Internet. Different tools …

Abstract Deep Packet Inspection (DPI) is the state-of-the-art technology for traffic
classification. According to the conventional wisdom, DPI is the most accurate classification …

Network traffic analysis was traditionally limited to packet header, because the transport
protocol and application ports were usually sufficient to identify the application protocol. With …

Traffic classification utilizing flow measurement enables operators to perform essential
network management. Flow accounting methods such as NetFlow are, however, considered …

Desktops can be exploited to violate privacy. There are two main types of attack scenarios:
active and passive. We consider the passive scenario where the adversary does not interact …