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2010 Third International Conference on Knowledge Discovery and Data Mining
RBACS: Rootkit Behavioral Analysis and Classification System
Phuket, Thailand
January 09-January 10
ISBN: 978-0-7695-3923-2
ASCII Text
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Desmond Lobo, Paul Watters, Xinwen Wu, "RBACS: Rootkit Behavioral Analysis and Classification System," International Workshop on Knowledge Discovery and Data Mining, pp. 75-80, 2010 Third International Conference on Knowledge Discovery and Data Mining, 2010.
 
 
BibTex
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@article{ 10.1109/WKDD.2010.23,
author = {Desmond Lobo and Paul Watters and Xinwen Wu},
title = {RBACS: Rootkit Behavioral Analysis and Classification System},
journal ={International Workshop on Knowledge Discovery and Data Mining},
volume = {0},
year = {2010},
isbn = {978-0-7695-3923-2},
pages = {75-80},
doi = {http://doi.ieeecomputersociety.org/10.1109/WKDD.2010.23},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - International Workshop on Knowledge Discovery and Data Mining
TI - RBACS: Rootkit Behavioral Analysis and Classification System
SN - 978-0-7695-3923-2
SP75
EP80
A1 - Desmond Lobo,
A1 - Paul Watters,
A1 - Xinwen Wu,
PY - 2010
KW - rootkits
KW - malware
KW - behavioral analysis
KW - classification
KW - data mining
VL - 0
JA - International Workshop on Knowledge Discovery and Data Mining
ER -
 
In this paper, we focus on rootkits, a special type of malicious software (malware) that operates in an obfuscated and stealthy mode to evade detection. Categorizing these rootkits will help in detecting future attacks against the business community. We first developed a theoretical framework for classifying rootkits. Based on our theoretical framework, we then proposed a new rootkit classification system and tested our system on a sample of rootkits that use inline function hooking. Our experimental results showed that our system could successfully categorize the sample using unsupervised clustering.
Index Terms:
rootkits, malware, behavioral analysis, classification, data mining
Citation:
Desmond Lobo, Paul Watters, Xinwen Wu, "RBACS: Rootkit Behavioral Analysis and Classification System," wkdd, pp.75-80, 2010 Third International Conference on Knowledge Discovery and Data Mining, 2010
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