An artificial intelligence (AI) and machine learning (ML) (collectively “AI/ML”) system that provides dynamic detection of potential of resource updates, authentication of the resources updates, and tracking of the links between resources through the use of resource signatures. The resource signatures may provide an indication of the application information, the resources that are accessed by the application, and the resources that access the application. As such, the AI/ML system can monitor and track the applications and updated resources that interact with the applications in order to identify any potential security issues, as well as to optimize and standardize the use of resources by the users when developing applications.