Anomaly Detection

Comparing Machine Learning Algorithms for BGP Anomaly Detection Using Graph Features
The Border Gateway Protocol (BGP) coordinates the connectivity and reachability among Autonomous Systems, providing efficient operation …
Odnan Ref Sanchez, Simone Ferlin, Cristel Pelsser, Randy Bush
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Leveraging Inter-domain Stability for BGP Dynamics Analysis
In the Internet, Autonomous Systems continuously exchange routing information via the BGP protocol: the large number of networks …
Thomas Green, Anthony Lambert, Cristel Pelsser, Dario Rossi
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Leveraging interdomain stability for squeezed and juicy BGP dynamics
In the Internet, Autonomous Systems continuously exchange routing information via the BGP protocol: the large number of networks …
Thomas Green, Anthony Lambert, Dario Rossi, Cristel Pelsser
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The BGP Visibility Toolkit: Detecting Anomalous Internet Routing Behavior
In this paper, we propose the BGP Visibility Toolkit, a system for detecting and analyzing anomalous behavior in the Internet. We show …
Andra Lutu, Marcelo Bagnulo, Cristel Pelsser, Olaf Maennel, Jesús Cid-Sueiro
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The BGP Visibility Toolkit: Detecting Anomalous Internet Routing Behavior