A computer-implemented method, system, and computer program product for detecting and monitoring server side state during the scanning of a web application. The method includes: monitoring executed code of the web application while scanning the web application; retrieving code coverage information from the monitoring of the executed code and retrieving scanning information from the scanning of the web application; correlating the code coverage information with the scanning information; and determining a change in the server side state based on the correlation. The system includes one or more devices that executes the steps of the method. The computer program products includes computer program instructions stored on a computer readable storage medium, where the instructions, when executed, will cause a computer to perform the steps of the methods.