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Description
  • Almost every Internet communication is preceded by a translation of a DNS name to an IP address. Therefore monitoring of DNS traffic can effectively extend capabilities of current methods for network traffic anomaly detection. In order to effectively monitor this traffic, we propose a new flow metering algorithm that saves resources of a flow exporter. Next, to show benefits of the DNS traffic monitoring for anomaly detection, we introduce novel detection methods using DNS extended flows. The evaluation of these methods shows that our approach not only reveals DNS anomalies but also scales well in a campus network.
  • Almost every Internet communication is preceded by a translation of a DNS name to an IP address. Therefore monitoring of DNS traffic can effectively extend capabilities of current methods for network traffic anomaly detection. In order to effectively monitor this traffic, we propose a new flow metering algorithm that saves resources of a flow exporter. Next, to show benefits of the DNS traffic monitoring for anomaly detection, we introduce novel detection methods using DNS extended flows. The evaluation of these methods shows that our approach not only reveals DNS anomalies but also scales well in a campus network. (en)
Title
  • Detection of DNS Traffic Anomalies in Large Networks
  • Detection of DNS Traffic Anomalies in Large Networks (en)
skos:prefLabel
  • Detection of DNS Traffic Anomalies in Large Networks
  • Detection of DNS Traffic Anomalies in Large Networks (en)
skos:notation
  • RIV/00216224:14610/14:00073236!RIV15-MV0-14610___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(VG20132015103)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 10605
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14610/14:00073236
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • domain name system; DNS; IP flow monitoring; IPFIX; traffic anomaly detection; internet measurements (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CDD217D1AC93]
http://linked.open...v/mistoKonaniAkce
  • Rennes, France
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Advances in Communication Networking, Lecture Notes in Computer Science, Vol. 8846
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Vykopal, Jan
  • Čeleda, Pavel
  • Čermák, Milan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-319-13488-8_20
http://purl.org/ne...btex#hasPublisher
  • Springer International Publishing
https://schema.org/isbn
  • 9783319134871
http://localhost/t...ganizacniJednotka
  • 14610
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