Motif-Based Attack Detection in Network Communication Graphs - Archive ouverte HAL Access content directly
Conference Papers Year : 2011

Motif-Based Attack Detection in Network Communication Graphs

(1) , (1)
1

Abstract

We propose an original approach which allows the characterization of network communication graphs with the network motifs. As an example we checked our approach by the use of network topology analysis methods applied to communication graphs. We have tested our approach on a simulated attacks inside a scale-free network and data gathered in real networks, showing that the motif distribution reflects the changes in communication pattern and may be used for the detection of ongoing attacks. We have also noticed that the communication graphs of the real networks show a distinctive motif profile.
Fichier principal
Vignette du fichier
978-3-642-24712-5_19_Chapter.pdf (523.44 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-01596210 , version 1 (27-09-2017)

Licence

Attribution - CC BY 4.0

Identifiers

Cite

Krzysztof Juszczyszyn, Grzegorz Kołaczek. Motif-Based Attack Detection in Network Communication Graphs. 12th Communications and Multimedia Security (CMS), Oct 2011, Ghent, Belgium. pp.206-213, ⟨10.1007/978-3-642-24712-5_19⟩. ⟨hal-01596210⟩
216 View
46 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More