Offensive application security. Mayhem, by ForAllSecure, generates and runs thousands of tests against applications and APIs to identify exploitable defects. Using a combination of machine learning and fuzz testing techniques, Mayhem continuously optimizes test case generation to maximize test coverage and generate new application behaviors.