Threats that have been primarily targeting nation states and their associated entities have
expanded the target zone to include the private and corporate sectors. This class of threats …

Automated detection methods for targeted cyber attacks are getting more and more
prominent. In order to test these methods properly, it is crucial to have a suitable dataset …

For the protection of critical infrastructures against complex virus attacks, automated network
traffic analysis and deep packet inspection are unavoidable. However, even with the use of …

The complexity and throughput of computer networks are rapidly increasing as a result of the
proliferation of interconnected devices, data-driven applications, and remote working …

Analyzing network traffic activities is imperative in network security to detect attack patterns.
Due to the complex nature of network traffic event activities caused by continuously …

Most network traffic analysis applications are designed to discover malicious activity by only
relying on high-level flow-based message properties. However, to detect security breaches …

In cybersecurity, there is a call for adaptive, accurate and efficient procedures to identifying
performance shortcomings and security breaches. The increasing complexity of both Internet …

As computer networks increase in size and complexity, managing them to ensure 24x7
uptime while meeting increasingly stringent Service Level Agreements (SLAs) and customer …

This article introduces a service that helps provide context and an explanation for the outlier
score given to any network flow record selected by the analyst. The authors propose a …

Network security visualization tool plays an important role in the network security filed. It's
considered the first line of defense because it provides security analysts with visualized …