• Performed 5 attack scenarios on the secure water treatment test-bed and collected the sensor data for model development

• Analyzed the financial impact of Industry 4.0 levers such as IoT enabled sensors on businesses

• Utilized Monte Carlo simulation to model risk and uncertainty for 4 cost savings categories due to model instability

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