… of BGP updates based on historical BGP data, and reachability checks. Figure 14 shows our
taxonomy of BGP anomaly detection in term of approaches, BGP data sources and features. …

… helps to learn the positions in our representation space that correspond to anomalies in
BGP updates. These positions can be used later in identifying anomalies in future BGP up- …

… Along with these updates, RRCs also take and store snapshots of their routing tables three
times a day. This work is based on the BGP updates … BGP Anomaly Detection Systems …

… anomaly detection techniques, as well as novel distribution features that allow the observation
of BGP … Large-scale anomalous behavior refers to a set of BGP updates that represent a …

… We apply the anomaly detection on the BGP updates and find that the warnings have
been flagged for some prefixes from DoD, Korean and China, while the prefixes for popular …

… Prefix hijack attacks in which a BGP update with false origin information is propagated
has been the subject of multiple recent studies. These attacks need to be detected early and …

… Might it be possible to capture such intuition in a learning-based anomaly detection … report
the BGP update as likely-anomalous. Our detector shows promising early results in identifying …

… detection of BGP update messages explosion anomalies. At present, BGP anomaly detection
… recognition, validation of BGP updates based on historical BGP data, reachability check, …

… need a way to identify these anomalies in order to mitigate damaging … detect anomalous
BGP updates in real-time, allowing network teams to minimise the effect of such anomalies…

… in BGP update messages, is stored in the Routing Information Base (RIB). Recent BGP anomaly
detection … machine learning algorithms for detecting Internet anomalies using RIB. Naive …