The Smart Grid is a Cyber Physical system which relies on the interaction between complex Information Technology (IT) networks and Operational Technology (OT) networks. In the Smart Grid, control and monitoring of physical devices is facilitated through the SCADA network. Recent attacks, such at the Ukrainian Power Grid Attack, show a rising trend of sophisticated and persistent attackers targeting the static vulnerabilities of power systems and SCADA networks [2].