To realize the promise of autonomous systems, the Autonomous Systems Interdisciplinary Research Theme is focused on the ability to certify their performance, showing that they are smart enough to perform across a wide range of conditions; they are safe in the face of unexpected inputs; and that they are secure in the face of adversarial and malicious interactions.