An anomaly detection framework for BGP

IO de Urbina Cazenave, E Köşlük… - … on Innovations in …, 2011 - ieeexplore.ieee.org
Abnormal events such as large scale power outages, misconfigurations, and worm attacks
can affect the global routing infrastructure and consequently create regional or global …

Performance evaluation of BGP anomaly classifiers

M Ćosović, S Obradović… - 2015 Third International …, 2015 - ieeexplore.ieee.org
Changes in the network topology such as large-scale power outages or Internet worm
attacks are events that may induce routing information updates. Border Gateway Protocol …

Detection of interdomain routing anomalies based on higher-order path analysis

MC Ganiz, S Kanitkar, MC Chuah… - … Conference on Data …, 2006 - ieeexplore.ieee.org
Anomalous interdomain border gateway protocol (BGP) events including misconfigurations,
attacks and large-scale power failures often affect the global routing infrastructure. Thus, the …

Machine learning models for classification of BGP anomalies

NM Al-Rousan, L Trajković - 2012 IEEE 13th International …, 2012 - ieeexplore.ieee.org
Worms such as Slammer, Nimda, and Code Red I are anomalies that affect performance of
the global Internet Border Gateway Protocol (BGP). BGP anomalies also include Internet …

Understanding and utilizing the hierarchy of abnormal BGP events

D Dou, J Li, H Qin, S Kim, S Zhong - Proceedings of the 2007 SIAM …, 2007 - SIAM
Abnormal events, such as security attacks, misconfigurations, or electricity failures, could
have severe consequences toward the normal operation of the Border Gateway Protocol …

Classifying anomalous events in BGP datasets

M Ćosović, S Obradovió… - 2016 IEEE Canadian …, 2016 - ieeexplore.ieee.org
Border Gateway Protocol (BGP), which enables Internet interconnectivity, is susceptible to
various anomalous events that may affect the Internet performance. Understanding the …

Detecting BGP anomalies with wavelet

J Mai, L Yuan, CN Chuah - NOMS 2008-2008 IEEE Network …, 2008 - ieeexplore.ieee.org
In this paper, we propose a BGP anomaly detection framework called BAlet that delivers
both temporal and spatial localization of the potential anomalies. It requires only a simple …

Internet routing anomaly detection and visualization

T Wong, V Jacobson… - … on Dependable Systems …, 2005 - ieeexplore.ieee.org
Diagnosing inter-domain routing problems in the Internet is hard. BGP, the defacto inter-
domain glue, is designed for routing, not diagnosis. It is extremely chatty-the most minor …

On detection of anomalous routing dynamics in BGP

K Zhang, A Yen, X Zhao, D Massey, SF Wu… - … , Services, and Protocols; …, 2004 - Springer
BGP, the de facto inter-domain routing protocol, is the core component of current Internet
infrastructure. BGP traffic deserves thorough exploration, since abnormal BGP routing …

An Internet routing forensics framework for discovering rules of abnormal BGP events

J Li, D Dou, Z Wu, S Kim, V Agarwal - ACM SIGCOMM Computer …, 2005 - dl.acm.org
Abnormal BGP events such as attacks, misconfigurations, electricity failures, can cause
anomalous or pathological routing behavior at either global level or prefix level, and thus …