A recent escalation of application layer Denial of Service (DoS) attacks on the Internet has
quickly shifted the interest of the research community traditionally focused on network-based …

Securing Internet of Things (IoT) systems is a challenge because of its multiple points of
vulnerability. A spate of recent hacks and security breaches has unveiled glaring …

Explainability and alert reasoning are essential but often neglected properties of intrusion
detection systems. The lack of explainability reduces security personnel's trust, limiting the …

As the cloud computing market continues to grow, the cloud platform is becoming an
attractive target for attackers to disrupt services and steal data, and to compromise resources …

With the rapid increase in smart devices and lowering prices of sensing devices, adoption of
the Internet of Things (IoT) is gaining impetus. These IoT devices come with a greater threat …

In this paper, we analyze the Internet traffic from a different point of view based on Benford's
law, an empirical law that describes the distribution of leading digits in a collection of …

Attacks like APT have lasted for a long time which need suspicious flow detection on long-
time data. However, the challenge of effectively analyzing massive data source for …

Since the last decade, Smart home systems achieved popularity due to their increase in
comfort and improvement in quality life. Smart homes with the integration of Internet of …

Real-time network-and host-based Anomaly Detection Systems (ADSs) transform a
continuous stream of input data into meaningful and quantifiable anomaly scores. These …

Sampling techniques are widely employed in high-speed network traffic monitoring to allow
the analysis of high traffic volumes with limited resources. Sampling has measurable …