There simply are not enough human security experts to beat all attackers. In 2014, DARPA asked, “What if we could teach machines to find vulnerabilities at machine speeds?” The Cyber Grand Challenge offered a $2 million cash prize for anyone who could do that. ForAllSecure won, then took the theory, ideas, and tools from CGC and built their product, Mayhem. Mayhem shows us that autonomous appsec is possible. Join this session to learn how Mayhem can make application security more autonomous.