Abstract Attacks on Computer Networks are one of the major threats on using Internet these
days. Intrusion Detection Systems (IDS) are one of the security tools available to detect …

Network security is becoming an important issue in the field of information security. Hackers
and Intruders can make many successful attempts to break down into networks or computer …

In today's world, almost everybody is affluent with computers and network based technology
is growing by leaps and bounds. So, network security has become very important, rather an …

Security is a key issue to both computer and computer networks. Intrusion detection System
(IDS) is one of the major research problems in network security. IDSs are developed to …

Whenever an intrusion occurs into the computer system, the protection and computer assets
are being compromised. Network-based attacks make it difficult for legitimate users to …

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 …

Establishing robust and efficient intrusion detection systems (IDS) and Intrusion prevention
systems (IPS) are inevitable in today's security world. The major role of IDS is detecting the …

Nowadays the usage of Internet has being increased exponentially due to the reason of
keeping most sensitive data in on-line. It leads vulnerabilities on the data that is available in …

The use of computers and the internet has spread rapidly over the course of the past few
decades. Every day, more and more people are coming to rely heavily on the internet. When …

This paper reviews the machine learning based research carried out for network intrusion
detection to lead a secure computer and network systems to the extent possible. Starting …