Shodan visualized

The purpose of this paper is to discuss how using Gephi to visualize the open ports at IP addresses in Shodan may provide a means of identifying SCADA devices. Visualizations were created using both IP addresses and open ports as nodes. Modularity, centralities, and layout were used to enhance the visualizations. From these visualizations we hope to gather a better understanding of what devices are on the network.