The present disclosure is directed to systems and methods for vulnerability analysis using continuous application attestation, a method including receiving a load map associated with an application, the load map indicating loaded modules of the application; determining whether at least one notification is received indicating at least one update to the loaded modules of the application, wherein, if the at least one notification is received, the load map is updated based on the indicated at least one update, and wherein, if the at least one notification is not received, the load map is retained in an existing state; periodically retrieving call traces associated with the application, the call traces indicating executed modules of the application; and generating a continuous application attestation comprising at least a combination of the updated load map or the retained load map, and the retrieved call traces associated with the application at a given time.