This session will explore how to build artificial intelligent systems for infosec. With evolving attacks, we need a system that can continuously collect analyst input, incorporate the input and learn/adapt models that can mimic analysts. We will explore what kind of input from analysts is needed, how models can be learnt and adapted, how to utilize analyst time effectively and how to measure efficacy of such systems.