Poseidon is a joint project between two IQT Labs: Lab41 and Cyber Reboot. Current software defined network (SDN) offerings lack tangible security emphasis much less methods to enhance operational security. Without situational awareness and context, defending a network remains a difficult proposition. This project will utilize SDN and machine learning to help determine what is on the network, and what is it doing. This goal will help sponsors leverage SDN to provide situational awareness and better defend their networks.