961 lines
80 KiB
Text
961 lines
80 KiB
Text
<!DOCTYPE html>
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<html lang="en" dir="ltr" prefix="content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# ">
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<head>
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<h1 class="nist-page__title">A Comparative Analysis of BGP Anomaly Detection and Robustness Algorithms</h1>
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<div class="nist-field__label">Published</div>
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<div class="nist-field__item"><time datetime="2009-01-28T12:00:00Z">January 28, 2009</time>
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<div class="nist-field__item"><span class="nist-author">Kotikalapudi Sriram</span>, <span class="nist-author">Oliver Borchert</span>, <span class="nist-author">Patrick Gleichmann</span>, <span class="nist-author">Douglas C. Montgomery</span></div>
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<h3>Abstract</h3>
|
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We present an evaluation methodology for comparison of existing and proposed new algorithms for Border Gateway Protocol (BGP) anomaly detection and robustness. A variety of algorithms and alert tools have been proposed and/or prototyped recently. They differ in the anomaly situations which they attempt to alert or mitigate, and also in the type(s) of data they use. Some are based on registry data from Regional Internet Registries (RIRs) and Internet Routing Registries (IRRs) an example is the Nemecis tool. Others such as the Prefix Hijack Alert System (PHAS) and the Pretty Good BGP (PGBGP) are driven by BGP trace data. The trace data is obtained from Reseaux Internet Protocol Europeens - Routing Information Service (RIPE-RIS), Routeviews, or a BGP speaker where the algorithm operates. We propose a new algorithm that combines the use of both registry and trace data, and also makes some key improvements overexisting algorithms. We have built an evaluation platform called TERRAIN (Testing and Evaluation of Routing Robustness in Assurable Inter-domain Networking) on which these algorithms can be tested and empirically compared based on real and/or synthetic anomalies in BGP messages. We will present a variety of results providing interesting insights into the comparative utility and performance of the various BGP robustness algorithms. Our objective is to share these early insights and invite feedback from the community to refine the TERRAIN evaluation framework and direct future analysis.
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<div class="nist-field__item">Cybersecurity Applications and Technologies Conference for Homeland Security (CATCH)</div>
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<div class="nist-field__item">March 3-4, 2009</div>
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<h3 class="nist-field__label">Keywords</h3>
|
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<div class="nist-field__item">Border Gateway Protocol (BGP, BGP Security, BGP Robustness Algorithms, Regitry Analysis, Prefix Hijack, False Origin Attack.</div>
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Sriram, K.
|
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, Borchert, O.
|
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, Gleichmann, P.
|
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and Montgomery, D.
|
||
|
||
(2009),
|
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A Comparative Analysis of BGP Anomaly Detection and Robustness Algorithms, Cybersecurity Applications and Technologies Conference for Homeland Security (CATCH), Washington, DC, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=900892
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(Accessed March 4, 2025)
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If you have any questions about this publication or are having problems accessing it, please contact <a href="mailto:reflib@nist.gov" class="usa-link">reflib@nist.gov</a>.
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Created January 28, 2009, Updated February 19, 2017
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