1. A method of analyzing a behavior-based security system of a mobile device, comprising: generating by a processor artificial attack software configured to simulate a non-benign behavior in the mobile device; sending the generated artificial attack software to the mobile device so as to simulate the non-benign behavior in the mobile device; receiving behavior information from the mobile device in response to sending the generated artificial attack software to the mobile device; generating a behavior vector based on the received behavior information; applying the generated behavior vector to a classifier model to generate a result; using the generated result to determine whether the behavior-based security system of the mobile device responded adequately to the simulated non-benign behavior; and sending a dead-man signal to the mobile device in response to determining that the behavior-based security system of the mobile device did not respond adequately to the simulated non-benign behavior.