Network intrusion detection (NID) is an important method for network system administrators
to detect various security holes. The performance of traditional NID methods can be affected …

Network Intrusion Detection Systems (NIDS) to find potential security breaches. However,
security attacks tend to be unpredictable. There are many challenges to develop a flexible …

With the rapid development of network technology, active defending of the network intrusion
is more important than before. In order to improve the intelligence and accuracy of network …

Network intrusion detection system can effectively detect network attack behaviour, which is
very important to network security. In this paper, a multiclassification network intrusion …

Network intrusion detection is an important component of network security. Currently, the
popular detection technology used the traditional machine learning algorithms to train the …

The traditional network intrusion detection methods have the problem of long distance
dependency. It is easy to ignore contextual information. Moreover, the current data …

Intrusion detection system (IDS) plays an important role in network security by discovering
and preventing malicious activities. Due to the complex and time-varying network …

Intrusion detection systems (IDSs) play an important point in resisting hacker intrusion. With
the rapid development of the network technology, network security has received more and …

Network security becomes indispensable to our daily interactions and networks. As attackers
continue to develop new types of attacks and the size of networks continues to grow, the …

The connectivity of devices through the internet plays a remarkable role in our daily lives.
Many network-based applications are utilized in different domains, eg, health care, smart …