We will be presenting our recent results of our research project Riskmanagement at the Conference on Advanced Information Systems Engineering (CAiSE 2014). We will talk about our approach to utilize probabilistic models in combination with semantic technologies in order to analyze risks in IT infrastructures. The CAiSE 2014 takes place from 16th to 20th of June 2014 in Thessaloniki, Greece.