Analysis of Computer Infection Risk Factors Based on Customer Network Usage

Epidemiology, the science that studies the cause and propagation of diseases, provides us with the concepts and methods to analyze the potential risk factors to which ADSL customers' PCs are exposed, with respect to their usage of network applications. This paper details the analysis of the tra...

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Bibliographic Details
Published in2008 Second International Conference on Emerging Security Information, Systems and Technologies pp. 317 - 325
Main Authors Carlinet, Y., Me, L., Debar, H., Gourhant, Y.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.08.2008
Subjects
Computers
Diseases
epidemiology
Fingerprint recognition
Grippers
IP networks
malware
Monitoring
Probes
risk profile
traffic analysis
user profiling
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Summary:Epidemiology, the science that studies the cause and propagation of diseases, provides us with the concepts and methods to analyze the potential risk factors to which ADSL customers' PCs are exposed, with respect to their usage of network applications. This paper details the analysis of the traffic of a large set of real ADSL customers in the corenet work. We build a profile of network usage for each customer and we detect malicious ones. Based on these data we study the impact of some characteristics in ADSL customer profiles on their likeliness to generate malicious traffic. We find two application types that are risk factors and we also bring evidence that the type of operating system impacts greatly the odds of being infected. Based on these results we build a profile of customers more likely to be infected.
ISSN:2162-2108
DOI:10.1109/SECURWARE.2008.30