Nowadays, network intrusion is considered as one of the major concerns in network
communications. Thus, the developed network intrusion detection systems aim to identify …

In today's cyber world, the demand for the internet is increasing day by day, increasing the
concern of network security. The aim of an Intrusion Detection System (IDS) is to provide …

In order to examine malicious activity that occurs in a network or a system, intrusion
detection system is used. Intrusion Detection is software or a device that scans a system or a …

Due to increase in internet based services, the size of network traffic data has become so
large and complex that it is very difficult to process with the traditional data processing tools …

This paper successfully tackles the problem of processing a vast amount of security related
data for the task of network intrusion detection. It employs Apache Spark, as a big data …

The task of developing Intrusion Detection System (IDS) crucially depends on the
preprocessing along with selecting important data features of it. Another crucial factor is …

Nowadays, huge amount of data is flowing every second; hence intrusion detection task
became tedious. Hence, Intrusion detection systems require efficient and improved detection …

Intrusion detection is one of the challenging problems encountered by the modern network
security industry. A network has to be continuously monitored for detecting policy violation or …

Network intrusion detection is the process of identifying malicious activity in a network by
analyzing the network traffic behavior. Data mining techniques are widely used in Intrusion …

Network security is one of the major concerns of the modern era. With the rapid development
and massive usage of internet over the past decade, the vulnerabilities of network security …