Artificial intelligence (AI) systems are creating numerous opportunities and challenges for many facets of society, including both security and privacy. For security, AI is proving to be a power tool for both adversaries and defenders. In addition, AI systems and their associated data have to be defended against a wide range of attacks, some of which are unique to AI. The situation with privacy is similar, but the societal concerns are elevated to a point where laws and regulations are already being enacted.