SYSTEM LEVEL TEST GENERATION USING DNN TRANSLATION FROM UNIT LEVEL TEST

摘要

Embodiments of the present systems and methods may provide techniques that may provide unit-level test of an SUT, but which translates the unit-level test into a valid test of the SUT itself. For example, in an embodiment, a computer-implemented method for testing a system, the method may comprise analyzing the system to determine sub-components of the system and inputs to the sub-components, performing dynamic testing of the system and collecting pairs of inputs to the system and inputs to the sub-components, training a machine learning model to translate from inputs to the sub-components to inputs to the system input using the collected pairs of inputs to the system and inputs to the sub-components and performing sub-component level testing and translating the sub-component level testing to system level testing.