A Novel Unsupervised Method for Securing BGP Against Routing Hijacks

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Provided by: Springer Healthcare
Topic: Security
Format: PDF
In this paper, a BGP hijack detection mechanism is presented. The proposed methodology is utterly unsupervised and no assumptions are made whatsoever, but it is developed upon the extraction of two novel features related to the frequency of appearance and the geographic deviation of each intermediate AS towards a given destination country. The technique is tested under a real-world case of BGP hijack and the efficiency of the features and the corresponding proximity measures is assessed.
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