BGP hijackers can make ML-based detectors DFOH and BEAM miss forged-origin hijacks by injecting a few crafted announcements that poison the public monitoring data.
Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System,
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Is Crunching Public Data the Right Approach to Detect BGP Hijacks?
BGP hijackers can make ML-based detectors DFOH and BEAM miss forged-origin hijacks by injecting a few crafted announcements that poison the public monitoring data.