The growing size and complexity of today's computer network make it hard to achieve and
maintain so-called cyber situational awareness, ie, the ability to perceive and comprehend …

Fingerprinting a host's operating system is a very common yet precarious task in network,
asset, and vulnerability management. Estimating the operating system via network traffic …

The research aimed to conduct an extensive study of machine learning and deep learning
methods in cybersecurity. To accomplish the objectives, the research carried out a …

Asset identification plays a vital role in situational awareness building. However, the current
trends in communication encryption and the emerging new protocols turn the well-known …

In this paper, we present an empirical study on vulnerability enumeration in computer
networks using common network probing and monitoring tools. We conducted active …

In this paper, we describe a system for the continuous collection of data for the needs of
network security management. When a cybersecurity incident occurs in the network, the …

Operating System (OS) fingerprinting aims to identify the OS of a machine analysing its
network traffic. Traditional OS fingerprinting tools use a rule-based approach to perform this …

More and more security vulnerabilities are closely related to operating system (OS)
information, but how to accurately identify OS versions on a real-world dynamic network in …

Network security situational awareness is gaining increasing attention due to its capability to
globally and dynamically detect potential network security risks. However, traditional security …

T Variants of vulnerabilities in wireless network are rapidly increasing as a result of
emerging network traffic complexities. The addition of network communication protocols …