With the advent of new technologies and various services provided in the context of
computer networks, a large volume of data is being generated. The main challenge in this …

The most important purpose of intrusion detection system is to identify attacks against
information systems. It is a security method attempting to identify various attacks. In this …

Current intrusion detection systems, which rely on signature-based detection using rules
derived from the inspection of past traffic flows and their signatures, are incapable of …

The most important purpose of intrusion detection system is to identify attacks against
information systems. It is a security method attempting to identify various attacks. Snort is …

With the incredible expansion of network-based services and responsive information on
networks, network protection and security is getting more and more significance than ever …

With the escalation of the internet, Security of network traffic is becoming a major problem of
computer network system. As time is passing the number of attacks on the network are …

A huge amount of data is transmitted through the networks, which allowed the exchange of
knowledge and medical expertise, trade and banking facilities, etc. However, due to the …

Imbalanced classes in datasets are common problems often found in security data.
Therefore, several strategies like class resampling and cost-sensitive training have been …

Everyone is now relying on the Internet for our innumerable kind of work; this has increased
the opportunity for attackers to corrupt data and make vulnerable. Nowadays diverse kind of …

The amount of data in the field of computer networking is growing rapidly and this urges new
challenges in the field of an intrusion detection system (IDS). To handle such increasing …