In today's world, businesses and services are shifted to a digital transformation. As a result,
network traffic has tremendously increased over the years. With that, network threats and …

Through widespread internet protocols and network standards, networking services are
accessible. Insecure communication and assaults on traffic networks must be taken into …

Intrusion Detection is a vastly growing area. Traditionally supervised learning techniques
were used for detecting intrusions in the network traffic data. But nowadays not only the rate …

Technology has become the backbone of today's Information and Communication
Technology. Today a large number of transactions are carried out online and thus possess a …

Network Anomaly Detection Systems (NADS) has a great importance in Network Defense
System for detecting potential or critical threats. Numerous Organization have actualized …

With the growing amount of internet and IoT traffic across the network, network anomaly
detection system has become a popular and useful strategy to detect anomalies, attacks and …

As technologies in information and virtualization evolve, the volume of security threats
attempting to cause damage to systems grows and becomes more powerful, which …

Network traffic anomaly may indicate a possible intrusion in the network and therefore
anomaly detection is important to detect and prevent the security attacks. The early research …

Intrusion detection systems were developed to detect any suspicious traffic in the network.
Conventional intrusion detection comes with its sets of limitations. The authors aimed to …

Nowadays the network security is a crucial issue and traditional intrusion detection systems
are not a sufficient way. Hence the intelligent detection systems should have a major role in …