Behavioral analysis and visualization of Fast-Flux DNS

Today, a growing, sophisticated technique called Fast-Flux Service Networks (FFSN) poses a major problem to Internet security. They are increasingly used in many illegal practices including money mule recruitment sites, distribution of malware downloads, illegal adult content, and other forms of Int...

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Main Authors: A. Kadir, Andi Fitria, R. Othman, R. Azrina, A. Aziz, Normaziah
Format: Conference or Workshop Item
Language:English
Published: 2012
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Online Access:http://irep.iium.edu.my/28616/1/06298838.pdf
http://irep.iium.edu.my/28616/
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6298838&tag=1
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spelling my.iium.irep.286162013-02-13T10:16:48Z http://irep.iium.edu.my/28616/ Behavioral analysis and visualization of Fast-Flux DNS A. Kadir, Andi Fitria R. Othman, R. Azrina A. Aziz, Normaziah QA75 Electronic computers. Computer science Today, a growing, sophisticated technique called Fast-Flux Service Networks (FFSN) poses a major problem to Internet security. They are increasingly used in many illegal practices including money mule recruitment sites, distribution of malware downloads, illegal adult content, and other forms of Internet fraud. Essentially, FFSN were first used as a Domain Name Server (DNS) switching mechanism that combine distributed command and control, web-based load balancing, and proxy redirection. However, cyber criminals are applying various techniques to subvert detection, retain uptime of their information infrastructure and maximize their financial gain. Hence, this paper proposed to analyze and visualize the behavior of FFSN in order to facilitate FFSN detection. In this study, we collect, classify and monitor over500 domains and by scrutinizing and visualizing the trained data, we discover the new types of fluxing designated as NSName-Flux(NF). The analysis results of NF exposed that FFSN have become extensively sophisticated and dynamic. This exemplifies that visualization is an alternative and effective data exploration method for understanding the complex behaviors of FFSN. 2012-08-22 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/28616/1/06298838.pdf A. Kadir, Andi Fitria and R. Othman, R. Azrina and A. Aziz, Normaziah (2012) Behavioral analysis and visualization of Fast-Flux DNS. In: Intelligence and Security Informatics Conference (EISIC), 2012 European, 22 - 24 August, 2012, Odense, Denmark. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6298838&tag=1
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
A. Kadir, Andi Fitria
R. Othman, R. Azrina
A. Aziz, Normaziah
Behavioral analysis and visualization of Fast-Flux DNS
description Today, a growing, sophisticated technique called Fast-Flux Service Networks (FFSN) poses a major problem to Internet security. They are increasingly used in many illegal practices including money mule recruitment sites, distribution of malware downloads, illegal adult content, and other forms of Internet fraud. Essentially, FFSN were first used as a Domain Name Server (DNS) switching mechanism that combine distributed command and control, web-based load balancing, and proxy redirection. However, cyber criminals are applying various techniques to subvert detection, retain uptime of their information infrastructure and maximize their financial gain. Hence, this paper proposed to analyze and visualize the behavior of FFSN in order to facilitate FFSN detection. In this study, we collect, classify and monitor over500 domains and by scrutinizing and visualizing the trained data, we discover the new types of fluxing designated as NSName-Flux(NF). The analysis results of NF exposed that FFSN have become extensively sophisticated and dynamic. This exemplifies that visualization is an alternative and effective data exploration method for understanding the complex behaviors of FFSN.
format Conference or Workshop Item
author A. Kadir, Andi Fitria
R. Othman, R. Azrina
A. Aziz, Normaziah
author_facet A. Kadir, Andi Fitria
R. Othman, R. Azrina
A. Aziz, Normaziah
author_sort A. Kadir, Andi Fitria
title Behavioral analysis and visualization of Fast-Flux DNS
title_short Behavioral analysis and visualization of Fast-Flux DNS
title_full Behavioral analysis and visualization of Fast-Flux DNS
title_fullStr Behavioral analysis and visualization of Fast-Flux DNS
title_full_unstemmed Behavioral analysis and visualization of Fast-Flux DNS
title_sort behavioral analysis and visualization of fast-flux dns
publishDate 2012
url http://irep.iium.edu.my/28616/1/06298838.pdf
http://irep.iium.edu.my/28616/
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6298838&tag=1
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score 13.211869