Security incidents are increasing dramatically and becoming more sophisticated, making it almost impossible for security analysts to keep up. A cognitive solution that can learn about security from structured and unstructured information sources is essential. It can be applied to empower security analysts with insights to qualify incidents and investigate risks quickly and accurately.