Zero-day cyber attacks such as worms and spy-ware are becoming increasingly widespread
and dangerous. The existing signature-based intrusion detection mechanisms are often not …

In today's world of computer security, Internet attacks such as Dos/DDos, worms, and
spyware continue to evolve as detection techniques improve. It is not easy, however, to …

With the rapid rise in the ubiquity and sophistication of Internet technology and the
accompanying growth in the number of network attacks, network intrusion detection has …

Cloud computing is gaining significant traction and virtualized data centers are becoming
popular as a cost-effective infrastructure in telecommunication industry. Infrastructure as a …

Anomaly detection aims to discover patterns in data that do not conform to the expected
normal behaviour. One of the significant issues for anomaly detection techniques is the …

Anomaly detection in communication networks provides the basis for the uncovering of
novel attacks, misconfigurations and network failures. Resource constraints for data storage …

Intrusions in computer networks have increased significantly in the last decade, due in part
to a profitable underground cyber-crime economy and the availability of sophisticated tools …

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 …

Network traffic anomaly detection is an important technique of ensuring network security.
However, there are usually three problems with existing machine learning based anomaly …

The Internet and computer networks are currently suffering from different security threats.
This paper presents a new method called AMF-LSTM for abnormal traffic detection by using …