Paper Info
Title
Analysis of Computer Infection Risk Factors Based on Customer Network Usage
Abstract
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.
Year
DOI
Venue
2008
10.1109/SECURWARE.2008.30
SECURWARE
Keywords
Field
DocType
adsl customer profile,computer infection risk,operating system,potential risk factor,network application,malicious traffic,adsl customer,real adsl customer,application type,risk factor,network usage,customer network usage,risk factors,malware,fingerprint recognition,epidemiology,computer virus,digital subscriber lines
Traffic analysis,Network usage,Digital subscriber line,Computer security,Computer science,Computer network,Asymmetric digital subscriber line,Odds,Malware
Conference
Citations 
PageRank 
References 
8
0.59
2
Authors
4
Name
Order
Citations
PageRank
Yannick Carlinet1273.62
Ludovic Mé249955.36
Hervé Debar31238120.68
Yvon Gourhant417420.91