Network intrusion detection systems play an important role in protecting the network from
attacks. However, Existing network intrusion data is imbalanced, which makes it difficult to …

The enormous increase in the use of the Internet in daily life has provided an opportunity for
the intruder attempt to compromise the security principles of availability, confidentiality, and …

A Web attack protection system is extremely essential in today's information age. Classifier
ensembles have been considered for anomaly-based intrusion detection in Web traffic …

An increase in connectivity through the internet and increased freedom of data access has
led to numerous attempts to attack network servers. These attacks have become …

Anomaly detection in encrypted traffic is a growing problem, and many approaches have
been proposed to solve it. However, those approaches need to be trained in the massive of …

The intrusion detection system (IDS) plays an important role in extracting and analysing the
network traffics to detect aberrant activity. However, emerging technologies, like cloud …

This paper addresses the urgent need to detect network security attacks, which have
increased significantly in recent years, with high accuracy and avoid the adverse effects of …

Using traditional methods based on detection rules written by human security experts
presents significant challenges for the accurate detection of network threats, which are …

IoT will become an integral part of everyone's life in making the world more intelligent and
smarter. In an IoT ecosystem, objects collect and share information in order to communicate …

Network Intrusion Detection (NID) plays an important role in identifying network threats and
ensuring the security of computer and communication systems. However, the existing NID …