Patents Assigned to ACCENTURE GLOBAT, SOLUTIONS LIMITED
  • Patent number: 11436443
    Abstract: A model testing system administers tests to machine learning (ML) models to test the accuracy and the robustness of the ML models. A user interface (UI) associated with the model testing system receives selections of one or more of a plurality of tests to be administered to a ML model under test. Test data produced by one or more of a plurality of testing ML models that correspond to the plurality of tests is provided to the ML model under test based on the selected tests. One or more of a generative patches test, a generative perturbations test and a counterfeit data test can be administered to the ML model under test based on the selections.
    Type: Grant
    Filed: May 5, 2020
    Date of Patent: September 6, 2022
    Assignee: ACCENTURE GLOBAT, SOLUTIONS LIMITED
    Inventors: Indrajit Kar, Shalini Agarwal, Vishal Pandey, Mohammed C. Salman, Sushresulagna Rath