[HTML][HTML] Matrix Profile data mining for BGP anomaly detection

BA Scott, MN Johnstone, P Szewczyk, S Richardson - Computer Networks, 2024 - Elsevier
Abstract The Border Gateway Protocol (BGP), acting as the communication protocol that
binds the Internet, remains vulnerable despite Internet security advancements. This is not …

A new intrusion detection system based on using non-linear statistical analysis and features selection techniques

A Al-Bakaa, B Al-Musawi - Computers & Security, 2022 - Elsevier
The increase in the number of connected devices to the Internet and Internet of Things (IoT)
development accompanied a massive increase in the number and types of attacks. Most IoT …

Using BGP features towards identifying type of BGP anomaly

NH Hammood, B Al-Musawi - 2021 International Congress of …, 2021 - ieeexplore.ieee.org
Unregular events such as large-scale power outages and routing table leaks (RTL) can
negatively affect the global routing stability and interrupt Internet services. The Border …

A survey of BGP anomaly detection using machine learning techniques

NH Hammood, B Al-Musawi, AH Alhilali - International Conference on …, 2021 - Springer
The border gateway protocol (BGP) is the protocol underlying the Internet's global routing
system. It manages the connectivity among autonomous systems (ASes) and how the …

Identifying OSPF LSA falsification attacks through non-linear analysis

B Al-Musawi, P Branch, MF Hassan, SR Pokhrel - Computer Networks, 2020 - Elsevier
Abstract Open Shortest Path First (OSPF) is one of the most widely used intra-domain
routing protocols. Unfortunately, it has many serious security issues. Falsification over OSPF …

Anatomy of an internet hijack and interception attack: A global and educational perspective

BA Scott, MN Johnstone, P Szewczyk - 2022 - commons.erau.edu
The Internet's underlying vulnerable protocol infrastructure is a rich target for cyber crime,
cyber espionage and cyber warfare operations. The stability and security of the Internet …

A deep learning framework for BGP anomaly detection and classification

PCR Fonseca - 2019 - tede.ufam.edu.br
The Border Gateway Protocol (BGP) is the default Internet routing protocol that manages
connectivity among Autonomous Systems (ASes). Although BGP disruptions are rare when …

RDTD: A tool for detecting internet routing disruptions at AS-level

B Al-Musawi, MF Hassan… - … of Telecommunications and …, 2020 - search.informit.org
Anomalous events such as link failure, misconfiguration, and Denial of Service attacks can
affect the Internet inter-domain routing protocol. This effect can range from small to large …

Identifying OSPF anomalies using recurrence quantification analysis

B Al-Musawi, P Branch - arXiv preprint arXiv:1805.08087, 2018 - arxiv.org
Open Shortest Path First (OSPF) is one of the most widely used routing protocol to manage
intra-domain routing. OSPF has been identified with many serious security issues. LSA …