Botnet C&C Traffic and Flow Lifespans Using Survival Analysis

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F17%3APU123171" target="_blank" >RIV/00216305:26220/17:PU123171 - isvavai.cz</a>

Result on the web

<a href="http://ijates.org/index.php/ijates/article/view/205/138" target="_blank" >http://ijates.org/index.php/ijates/article/view/205/138</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.11601/ijates.v6i1.205" target="_blank" >10.11601/ijates.v6i1.205</a>

Result language

angličtina

Original language name

Botnet C&C Traffic and Flow Lifespans Using Survival Analysis

Original language description

This paper addresses the issue of detecting unwanted traffic in data networks, namely the detection of botnet networks. In this paper, we focused on a time behavioral analysis, more specifically said – lifespans of a simulated botnet network traffic, collected and discovered from NetFlow messages, and also of real botnet communication of a malware. As a method we chose survival analysis and for rigorous testing of differences Mantel–Cox test. Lifespans of those referred traffics are discovered and calculated by lifelines using Python language. Based on our research we have figured out a possibility to distinguish the individual lifespans of C&C communications that are identical to each other by using survival projection curves, although it occurred in a different time course.

Czech name

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Czech description

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Type

J_ost - Miscellaneous article in a specialist periodical

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LO1401" target="_blank" >LO1401: Interdisciplinary Research of Wireless Technologies</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

International Journal of Advances in Telecommunications, Electrotechnics, Signals and Systems

ISSN

1805-5443

e-ISSN

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Volume of the periodical

6

Issue of the periodical within the volume

1

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

7

Pages from-to

38-44

UT code for WoS article

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EID of the result in the Scopus database

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