The Developmental Test and Evaluation Alarm Resolution team at the Transportation Security Laboratory is using machine learning to verify the effectiveness of newly developed explosives detection solutions. This allows new and improved detection systems to be validated and certified more quickly and efficiently, with the goal of providing safety and security at checkpoints.