Publication Details

Detecting Network Attacks Using Behavioural Models

SCHÄFER, J.; DROZD, M. Detecting Network Attacks Using Behavioural Models. Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS'2011). Praha: Institute of Electrical and Electronics Engineers, 2011. p. 753-758. ISBN: 978-1-4577-1424-5.
Czech title
Detekce síťových útoků použitím behavioralních modelů
Type
conference paper
Language
English
Authors
Schäfer Jiří, Ing.
Drozd Michal, Ing.
Keywords

network attacks; malware; spreading models; DoS; Trojan horse

Abstract

Using netflow and behavioral models we are detecting DoS attack, malware and so
on already at the network layer. For these detections we're using behavioral
models, specific patterns of attacks and the above-mentioned information from the
netflow.

Annotation

In this paper we are dealing with problem of
detecting variable networks attacks such as DoS, Network
scanning, Malware propagation using specific spreading
models. In this paper were working with typical SI model,
advances SIR and SEIR model and with our Empiric model
of spreading. We’re describing basic detections and were
proposing some standard and specific countermeasure based
on these models.

Published
2011
Pages
753–758
Proceedings
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS'2011)
Conference
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Praha, CZ
ISBN
978-1-4577-1424-5
Publisher
Institute of Electrical and Electronics Engineers
Place
Praha
BibTeX 
@inproceedings{BUT192759,
  author="Jiří {Schäfer} and Michal {Drozd}",
  title="Detecting Network Attacks Using Behavioural Models",
  booktitle="Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS'2011)",
  year="2011",
  pages="753--758",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Praha",
  isbn="978-1-4577-1424-5",
  url="https://www.fit.vut.cz/research/publication/9694/"
}
Files
Back to top