BGP anomaly detection techniques: A survey

B Al-Musawi, P Branch… - … Communications Surveys & …, 2016 - ieeexplore.ieee.org
The border gateway protocol (BGP) is the Internet's default inter-domain routing protocol that
manages connectivity among autonomous systems (ASes). Over the past two decades many …

[PDF][PDF] Aswatch: An as reputation system to expose bulletproof hosting ases

M Konte, R Perdisci, N Feamster - … of the 2015 ACM Conference on …, 2015 - dl.acm.org
Abstract Bulletproof hosting Autonomous Systems (ASes)—malicious ASes fully dedicated
to supporting cybercrime—provide freedom and resources for a cyber-criminal to operate …

[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 …

Using bursty announcements for detecting BGP routing anomalies

P Moriano, R Hill, LJ Camp - Computer Networks, 2021 - Elsevier
Despite the robust structure of the Internet, it is still susceptible to disruptive routing updates
that prevent network traffic from reaching its destination. Our research shows that BGP …

Dwt in p4: Periodicity detection in the data plane

BR Huaytalla, AS Jacobs, MVB Silva… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
This paper presents a P4 implementation of the (1-D) Discrete Wavelet Transform (DWT)
method. As a mathe-matical tool for analyzing signals such as packet-level traces, the DWT …

Leveraging inter-domain stability for BGP dynamics analysis

T Green, A Lambert, C Pelsser, D Rossi - International Conference on …, 2018 - Springer
Abstract In the Internet, Autonomous Systems continuously exchange routing information via
the BGP protocol: the large number of networks involved and the verbosity of BGP result in a …

Border gateway protocol anomaly detection using machine learning techniques

P Edwards, L Cheng, G Kadam - SMU Data Science Review, 2019 - scholar.smu.edu
As the primary protocol used to exchange routing information between network domains,
Border Gateway Protocol (BGP) plays a central role in the functioning of the Internet. Border …

Selection of effective features for BGP anomaly detection

T Arai, K Nakano, B Chakraborty - 2019 IEEE 10th International …, 2019 - ieeexplore.ieee.org
Border Gateway Protocol (BGP) is the internet's default protocol for managing connectivity
between Autonomous Systems (AS). Anomalies happen to occur time to time and it is a …

BGP Anomaly Detection by the mean of Updates Projection and Spatio-temporal Auto-encoding

D Fejza, A Lambert - 2022 12th International Workshop on …, 2022 - ieeexplore.ieee.org
Detecting BGP anomalies is crucial to improve the security and robustness of the Internet's
inter-domain routing system. As part of this work, we propose an innovative way for detecting …

[PDF][PDF] Detecting BGP anomalies using recurrence quantification analysis

B Al-Musawi - Ph. D. dissertation, 2018 - researchbank.swinburne.edu.au
The Border Gateway Protocol (BGP) is the de-facto inter-domain routing protocol
responsible for exchanging Network Reachability Information (NRI) between Autonomous …