The ever increasing complexity of commercial mobile networks drives the need for methods
capable of reducing human workload required for network troubleshooting. In order to …

The arrival of the fifth generation (5G) standard has further accelerated the need for
operators to improve the network capacity. With this purpose, mobile network topologies with …

The design of anomaly detection (AD) methods for network traffic has been intensively
investigated by the research community in recent years. However, less attention has been …

As the complexity of commercial cellular networks grows, there is an increasing need for
automated methods detecting and diagnosing cells not only in complete outage but with …

This paper presents a taxonomy of anomaly detection techniques that is then used to survey
and classify a number of research prototypes and commercial products. Commercial …

Researchers have recently uncovered numerous exploitable vulnerabilities that enable
malicious individuals to mount attacks against mobile network users and services. The …

For a successful and efficient network supervision, an Anomaly Detection System is
essential. In this paper, our goal is to develop a simple, practical, and application-domain …

With the increase of the mobile network complexity, minimizing the level of human
intervention in the network management and troubleshooting has become a crucial factor …

The DNS protocol has proved to be a valuable means for identifying and dissecting large-
scale anomalies in omnipresent Over The Top (OTT) Internet services. In this paper, we …

With the evolution of automation and artificial intelligence tools, mobile networks
havebecome more and more machine reliant. Today, a large part of their management tasks …