VERIFICATION OF APPLICATIONS THAT UTILIZE ARTIFICIAL INTELLIGENCE

摘要

Summarizing, the application relates to a method that may comprise:receiving, by a device and from a user device, a request to verify a machine learning (ML) application,wherein verification of the ML application is to be performed using a metamorphic testing procedure;determining, by the device, a type of ML process used by the ML application after receiving the request;selecting, by the device, one or more metamorphic relations (MRs), that are to be used for performing the metamorphic testing procedure, based on the type of ML process used by the ML application;receiving, by the device, test data that is to be used to test the ML application,wherein the test data is based on the one or more MRs;performing, by the device and by using the one or more MRs and the test data, the metamorphic testing procedure to verify one or more aspects of the ML application;generating, by the device, a report that includes verification results data indicatingwhether the one or more aspects of the ML application have been verified; and providing, by the device, the report for display on an interface of the user device; as well as a a computer program product and a device.