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 …

The right choice of features to be extracted from individual or aggregated observations is an
extremely critical factor for the success of modern network traffic classification approaches …

Timely detection and effective treatment of cyber-attacks for protecting personal and
sensitive data from unauthorized disclosure constitute a core demand of citizens and a legal …

Due to the rapid growth of the Internet of Things (IoT), applications such as the Augmented
Reality (AR)/Virtual Reality (VR), higher resolution media stream, automatic vehicle driving …

Modern vehicles rely heavily on interconnected electronic control units (ECUs) through in-
vehicle networks to perform crucial functions such as braking and monitoring engine RPMs …

Internet traffic classification is a beneficial technique in the direction of intrusion detection
and network monitoring. After several years of searching, there are still many open problems …

Millions of videos are watched per minute on the Internet. Due to real-time performance
demands, such as high-quality video streaming, network administrators face new challenges …

Malicious domains are often hidden amongst benign DNS requests. Given that DNS traffic is
generally permitted, blocking malicious requests is a challenge for most network defenses …

Network traffic analysis can raise privacy concerns due to its ability to reveal sensitive
information about individuals and organizations. This paper proposes a privacy-preserving …

Darknet traffic classification is significantly important to network management and security.
To achieve fast and accurate classification performance, this paper proposes an online …