The Cyber-attacks become the most important security problems in the today’s world. With the increase in use of
computing resources connected to the Internet like computers, mobiles, sensors, IoTs in networks, Big Data, Web
Applications/Server, Clouds and other computing resources, hackers and malicious users are planning new ways of network
intrusions. Many techniques have been developed to detect these intrusions which are based on data mining and machine
learning methods.