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Cyber criminality activities are changing and becoming more and moreprofessional. With the growth of financial flows through the Internet and theInformation System (IS), new kinds of thread arise involving complex scenariosspread within multiple IS components. The IS information modeling andBehavioral Analysis are becoming new solutions to normalize the IS informationand counter these new threads. This paper presents a framework which detailsthe principal and necessary steps for monitoring an IS. We present thearchitecture of the framework, i.e. an ontology of activities carried outwithin an IS to model security information and User Behavioral analysis. Theresults of the performed experiments on real data show that the modeling iseffective to reduce the amount of events by 91%. The User Behavioral Analysison uniform modeled data is also effective, detecting more than 80% oflegitimate actions of attack scenarios.

Comprehensive Security Framework for Global Threads Analysis