Achieving Safe & Trusted Machine Learning Systems by Testing

Machine learning has a wide range of uses, thus concerns regarding their reliability and safety are valid. One way to ensure the properties of safety and trustworthiness of a machine learning system is to test it. Testing machine learning systems, however, is difficult due to their stochastic nature.

This PhD will do a detailed investigation…