The accuracy and granularity of network flow measurement play a critical role in many
network management tasks, especially for anomaly detection. Despite its important, traffic …

The monitoring of network traffic helped in ensuring the integrity of the data inside the
network. Software defined networking (SDN) provided a platform for network administrators …

Network anomaly detection in Software Defined Networking, especially the detection of
DDoS attack, has been given great attention in recent years. It is convenient to build the …

Security of network is fundamental requirement due to the rapid growth of utilization of
network. SDN is nowadays the most preferred evolving networking technology. It provides …

Traffic anomaly detection has been a principal direction in the network security field, which
aims to identify attacks based on significant deviations from the established normal usage …

Abstract Software-Defined Networking (SDN) is a novel network architecture that has been
successfully developed commercially. However, due to the increasing number and variety of …

The frequent intrusion of anomalous traffic has consistently remained a critical concern in
the domain of network security. Software-Defined Networking (SDN) is an innovative …

Anomaly detection in large-scale networks is not a simple task, although there are several
studies in this area. The continuous expansion of computer networks results in increased …

This paper establishes a SDN-based network traffic anomaly detection model based on
decision tree. Firstly, five statistical indexes are presented to describe the behavior of …

Software-Defined Networking (SDN) leverages the implementation of reliable, flexible and
efficient network security mechanisms which make use of novel techniques such as artificial …