Publications

Publications from our Researchers

Several of our current PhD candidates and fellow researchers at the Data Science Institute have published, or in the proccess of publishing, papers to present their research.  

Citation

BibTex format

@inproceedings{Guo:2014,
author = {Guo, Y and He, S and Guo, L},
title = {Cloud Resource Monitoring for Intrusion Detection},
url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6735436&tag=1},
year = {2014}
}
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RIS format (EndNote, RefMan)

TY  - CPAPER
AB  - We present a novel security monitoring framework for intrusion detection in IaaS cloud infrastructures. The framework uses statistical anomaly detection techniques over data monitored both inside and outside each Virtual Machine instance. We present the architecture of our monitoring framework and describe the implementation of the real-time monitors and detectors. We also describe how the framework is used in three different attack scenarios. For each of the three attack scenarios, we describe how the attack itself works and how it could be detected. We describe what data is monitored in our framework and how the detection is conducted using anomaly detection methods. We also present evaluation of the detection using synthetic and real data sets. Our experimental evaluation across all three scenarios shows that our tools perform well in practical situations and provide a promising direction for future research.
AU  - Guo,Y
AU  - He,S
AU  - Guo,L
PY  - 2014///
TI  - Cloud Resource Monitoring for Intrusion Detection
UR  - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6735436&tag=1
ER  -
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