Robocop is (almost) here : Artificial Intelligence in your Security Team (Pierluigi Paganini, Security Affairs)

DARPA organized a challenge where 7 finalists will battle it out with the Artificial Intelligence system to detect flaws and scan networks for exploits.

http://securityaffairs.co/wordpress/49460/security/artificial-intelligence-security.html