Publication result detail

Traffic generator based on behavioral pattern

KAČIC, M.; OVŠONKA, D.; BARABAS, M.; HANÁČEK, P.

Original Title

Traffic generator based on behavioral pattern

English Title

Traffic generator based on behavioral pattern

Type

Paper in proceedings (conference paper)

Original Abstract


Network traffic generation was the subject of many
research projects in the past, but none of them could generate
network data which has the same nature as a traffic from
human or machine behavior. In this paper we introduce a
related work in this field of area focusing on advantages and
disadvantages, such as authenticity, inaccuracy, wrong timings
and real-time generation. Further, we propose a generator
capable of generating traffic with predefined behavioral pattern
of a valid communication. The high diversity and randomness of
generated traffic allowed us to use this generator for testing of
our reputation system, which evaluates value of reputation based
on behavioral pattern by analysing network traffic.

English abstract


Network traffic generation was the subject of many
research projects in the past, but none of them could generate
network data which has the same nature as a traffic from
human or machine behavior. In this paper we introduce a
related work in this field of area focusing on advantages and
disadvantages, such as authenticity, inaccuracy, wrong timings
and real-time generation. Further, we propose a generator
capable of generating traffic with predefined behavioral pattern
of a valid communication. The high diversity and randomness of
generated traffic allowed us to use this generator for testing of
our reputation system, which evaluates value of reputation based
on behavioral pattern by analysing network traffic.

Keywords


Network traffic generator, behavioral pattern, wireless,
http traffic, malware injection, security

Key words in English


Network traffic generator, behavioral pattern, wireless,
http traffic, malware injection, security

Authors

KAČIC, M.; OVŠONKA, D.; BARABAS, M.; HANÁČEK, P.

RIV year

2015

Released

15.12.2014

Publisher

IEEE Computer Society

Location

London

ISBN

978-1-908320-40-7

Book

Internet Technology and Secured Transactions (ICITST), 2014 9th International Conference for

Pages from

229

Pages to

233

Pages count

5

URL

https://www.fit.vut.cz/research/publication/10766/

BibTex

@inproceedings{BUT111674,
  author="Matej {Kačic} and Daniel {Ovšonka} and Maroš {Barabas} and Petr {Hanáček}",
  title="Traffic generator based on behavioral pattern",
  booktitle="Internet Technology and Secured Transactions (ICITST), 2014 9th International Conference for",
  year="2014",
  pages="229--233",
  publisher="IEEE Computer Society",
  address="London",
  doi="10.1109/ICITST.2014.",
  isbn="978-1-908320-40-7",
  url="https://www.fit.vut.cz/research/publication/10766/"
}

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