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OUJEZSKÝ, V. HORVÁTH, T. ŠKORPIL, V.
Original Title
Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis
Type
conference paper
Language
English
Original Abstract
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.
Keywords
Botnet; Lifespans; Modeling; NetFlow; Survival Analysis;
Authors
OUJEZSKÝ, V.; HORVÁTH, T.; ŠKORPIL, V.
Released
27. 6. 2016
Location
Vienna, Austria
ISBN
978-1-5090-1287-9
Book
Proceedings of the 39th International Conference on Telecommunication and Signal Processing, TSP 2016
1805-5435
Periodical
International Conference on Telecommunications and Signal Processing (TSP)
State
Czech Republic
Pages from
50
Pages to
55
Pages count
6
URL
https://ieeexplore.ieee.org/document/7760827
BibTex
@inproceedings{BUT126591, author="Václav {Oujezský} and Tomáš {Horváth} and Vladislav {Škorpil}", title="Modeling Botnet C&C Traffic Lifespans from NetFlow Using Survival Analysis", booktitle="Proceedings of the 39th International Conference on Telecommunication and Signal Processing, TSP 2016", year="2016", journal="International Conference on Telecommunications and Signal Processing (TSP)", pages="50--55", address="Vienna, Austria", doi="10.1109/TSP.2016.7760827", isbn="978-1-5090-1287-9", issn="1805-5435", url="https://ieeexplore.ieee.org/document/7760827" }