Flow monitoring has become a prevalent method for monitoring traffic in high-speed
networks. By focusing on the analysis of flows, rather than individual packets, it is often said …

Flow-based intrusion detection is an innovative way of detecting intrusions in high-speed
networks. Flow-based intrusion detection only inspects the packet header and does not …

Data plane programmability is a promising technology that enables rapid control loops for
the detection and mitigation of cyber-attacks. In this context, we propose an in-network …

DDoS attacks bring serious economic and technical damage to networks and enterprises.
Timely detection and mitigation are therefore of great importance. However, when flow …

Entropy-based network traffic anomaly detection techniques are attractive due to their
simplicity and applicability in a real-time network environment. Even though flow data …

Over recent years, network-based attacks have become one of the top causes of network
infrastructure and service outages. To counteract such attacks, an approach is to move …

In this paper we present a unified solution to identify peer‐to‐peer (P2P) communities
operating in the network. We propose an algorithm that is able to progressively discover …

This study examines and presents a resolution for Protocol Independent Switch Architecture
(PISA) to handle data at the application layer, facilitating the precise inspection of security …

This book supplies an unprecedented look at the latest research on the networking and
communication aspects of Big Data. Starting with a comprehensive introduction to Big Data …

Flow-based intrusion detection will play an important role in high-speed networks, due to the
stringent performance requirements of packet-based solutions. Flow monitoring …