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Statements

Subject Item
n2:RIV%2F00216224%3A14610%2F14%3A00073236%21RIV15-MV0-14610___
rdf:type
skos:Concept n18:Vysledek
dcterms: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.
dcterms:title
Detection of DNS Traffic Anomalies in Large Networks Detection of DNS Traffic Anomalies in Large Networks
skos:prefLabel
Detection of DNS Traffic Anomalies in Large Networks Detection of DNS Traffic Anomalies in Large Networks
skos:notation
RIV/00216224:14610/14:00073236!RIV15-MV0-14610___
n3:aktivita
n8:P
n3:aktivity
P(VG20132015103)
n3:dodaniDat
n11:2015
n3:domaciTvurceVysledku
n5:6606288 n5:1674528 n5:7935625
n3:druhVysledku
n21:D
n3:duvernostUdaju
n12:S
n3:entitaPredkladatele
n16:predkladatel
n3:idSjednocenehoVysledku
10605
n3:idVysledku
RIV/00216224:14610/14:00073236
n3:jazykVysledku
n4:eng
n3:klicovaSlova
domain name system; DNS; IP flow monitoring; IPFIX; traffic anomaly detection; internet measurements
n3:klicoveSlovo
n13:internet%20measurements n13:traffic%20anomaly%20detection n13:domain%20name%20system n13:IPFIX n13:DNS n13:IP%20flow%20monitoring
n3:kontrolniKodProRIV
[CDD217D1AC93]
n3:mistoKonaniAkce
Rennes, France
n3:mistoVydani
Heidelberg
n3:nazevZdroje
Advances in Communication Networking, Lecture Notes in Computer Science, Vol. 8846
n3:obor
n9:IN
n3:pocetDomacichTvurcuVysledku
3
n3:pocetTvurcuVysledku
3
n3:projekt
n17:VG20132015103
n3:rokUplatneniVysledku
n11:2014
n3:tvurceVysledku
Čermák, Milan Čeleda, Pavel Vykopal, Jan
n3:typAkce
n22:EUR
n3:zahajeniAkce
2014-09-01+02:00
s:issn
0302-9743
s:numberOfPages
12
n20:doi
10.1007/978-3-319-13488-8_20
n14:hasPublisher
Springer International Publishing
n15:isbn
9783319134871
n19:organizacniJednotka
14610