Effectively detecting intrusions in the computer networks still remains problematic. This is
because cyber attackers are changing packet contents to disguise the intrusion detection …

With the increasing amount of network throughput and security threat, the study of intrusion
detection systems (IDSs) has received a lot of attention throughout the computer science …

Nowadays, the ever-increasing complication and severity of security attacks on computer
networks have inspired security researchers to incorporate different machine learning …

Network threats and hazards are evolving at a high-speed rate in recent years. Many
mechanisms (such as firewalls, anti-virus, anti-malware, and spam filters) are being used as …

The rapid growth of the Internet and communications has resulted in a huge increase in
transmitted data. These data are coveted by attackers and they continuously create novel …

As the world moves towards being increasingly dependent on computers and automation,
building secure applications, systems and networks are some of the main challenges faced …

The rapid advances in the internet and communication fields have resulted in a huge
increase in the network size and the corresponding data. As a result, many novel attacks are …

With the growth of the Internet and its potential, more and more people are getting
connected to the Internet every day to take advantage of the e-Commerce. On one side, the …

In the past few decades, the rise in attacks on communication devices in networks has
resulted in a reduction of network functionality, throughput, and performance. To detect and …

Abstract Intrusion Detection Systems (IDSs) have become essential to the sound operations
of networks. These systems have the potential to identify and report deviations from normal …