This document summarizes the potential spread of a biological agent released at Dulles International Airport on April 16, 2014. Maps show the spread of the infection via commercial flights over various time periods, assuming each plane carries 75 infected people traveling at 500 knots and that each infected person then infects 5 people per hour after landing. The conclusion recommends Idaho, Montana, and parts of North and South Dakota as the best locations to set up safe zones due to their isolation from the airports involved in the modeled outbreak.