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Description
  • The paper deals with classification of attacks in IP telephony based on the multilayer perceptron neural network. The proposed solution MLP NN in the paper is used as a classifier of attacks in a distributed monitoring network of independent honeypot probes. The trained neural network is capable to classify the most common used VoIP attacks. With the proposed approach is possible to detect malicious behavior in a different part of networks, which are logically or geographically divided and use the information from one network to harden security in other networks.
  • The paper deals with classification of attacks in IP telephony based on the multilayer perceptron neural network. The proposed solution MLP NN in the paper is used as a classifier of attacks in a distributed monitoring network of independent honeypot probes. The trained neural network is capable to classify the most common used VoIP attacks. With the proposed approach is possible to detect malicious behavior in a different part of networks, which are logically or geographically divided and use the information from one network to harden security in other networks. (en)
Title
  • Application of Artificial Intelligence on Classification of Attacks in IP Telephony
  • Application of Artificial Intelligence on Classification of Attacks in IP Telephony (en)
skos:prefLabel
  • Application of Artificial Intelligence on Classification of Attacks in IP Telephony
  • Application of Artificial Intelligence on Classification of Attacks in IP Telephony (en)
skos:notation
  • RIV/63839172:_____/14:10130424!RIV15-MSM-63839172
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(LM2010005)
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
  • 3714
http://linked.open...ai/riv/idVysledku
  • RIV/63839172:_____/14:10130424
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • SIP attacks; neural network; multilayer perceptron network; Attack classification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [196E6A9E60B5]
http://linked.open...v/mistoKonaniAkce
  • Santorini
http://linked.open...i/riv/mistoVydani
  • neuveden
http://linked.open...i/riv/nazevZdroje
  • Advances in Information Science and Applications - Volume II
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
  • Vozňák, Miroslav
  • Řezáč, Filip
  • Šafařík, Jakub
  • Šlachta, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1790-5109
number of pages
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  • Neuveden
https://schema.org/isbn
  • 978-1-61804-237-8
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