Systems, methods, and apparatus, including computer program products, for detecting a presence of at least one vulnerability in an application. The method is provided that includes modifying instructions of the application to include at least one sensor that is configurable to generate an event indicator, wherein the event indicator includes at least some data associated with the event; storing the event indicator with other stored event indicators generated by the at least one sensor during the execution of the application; analyzing the stored event indicators; detecting a presence of at least one vulnerability in the application based on the analysis of the stored event indicators; and reporting the presence of at least one vulnerability.