Nowadays, networks play a critical role in business, education, and daily life, allowing
people to communicate via different platforms across long distances. However, such …

Network attacks have been around since the beginning of the Internet and they are still
relevant due to the numerous attempts of independent hackers, cybercrime organizations …

Several security solutions have been proposed to detect network abnormal behavior.
However, successful attacks is still a big concern in computer society. Lots of security …

The significant growth in the use of the Internet and the rapid development of network
technologies are associated with an increased risk of network attacks. Network attacks refer …

Internet and web services are fundamental use in our individual daily life. Individuals can
learn and work very well through the Internet. As Internet development increases, the …

Network intrusion detection system (NIDS) plays a crucial role in maintaining network
security. In this paper, we propose a novel double-layer detection and classification …

Network attacks refer to malicious activities exploiting computer network vulnerabilities to
compromise security, disrupt operations, or gain unauthorized access to sensitive …

Due to increasing amount of cyber attack, there is a growing demand for Network intrusion
detection systems (NIDSs) which are necessary for defending from potential attacks …

Machine learning and deep learning techniques are widely used to evaluate intrusion
detection systems (IDS) capable of rapidly and automatically recognizing and classifying …

Anomaly-based network intrusion detection systems are highly significant in detecting
network attacks. Robust machine learning and deep learning models for identifying network …