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Security in the Internet of Things (IoT) systems is an important topic. In the previous study we have presented a reference model for security risk management in the IoT systems. In this study we analyse how it can be applied. Specifically we consider an example of the connected vehicle and illustrate how the reference model could help discovering and explaining security vulnerabilities, defining security risks, and introducing security countermeasures.