Detail publikace

Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis

OUJEZSKÝ, V. HORVÁTH, T. ŠKORPIL, V.

Originální název

Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis

Anglický název

Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis

Jazyk

en

Originální abstrakt

In this paper we present a time behavioral analysis of a simulated botnet network traffic, collected and discovered from NetFlow messages. More specifically said – lifespans. The technique, which we used, is focused on to model command and control communication in a botnet network. The lifespan of this referred traffic is modeled by lifelines using Python language.

Anglický abstrakt

In this paper we present a time behavioral analysis of a simulated botnet network traffic, collected and discovered from NetFlow messages. More specifically said – lifespans. The technique, which we used, is focused on to model command and control communication in a botnet network. The lifespan of this referred traffic is modeled by lifelines using Python language.

Dokumenty

BibTex


@inproceedings{BUT126591,
  author="Václav {Oujezský} and Tomáš {Horváth} and Vladislav {Škorpil}",
  title="Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis",
  annote="In this paper we present a time behavioral analysis of a simulated botnet network traffic, collected and discovered from NetFlow messages. More specifically said – lifespans. The technique, which we used, is focused on to model command and control communication in a botnet network. The lifespan of this referred traffic is modeled by lifelines using Python language.",
  booktitle="Proceedings of the 39th International Conference on Telecommunication and Signal Processing, TSP 2016",
  chapter="126591",
  doi="10.1109/TSP.2016.7760827",
  howpublished="print",
  year="2016",
  month="june",
  pages="50--55",
  type="conference paper"
}