Learning Run-time Safety Monitors for Machine Learning Components

Ozan Vardal, Richard Hawkins, Colin Paterson +4

For machine learning components used as part of autonomous systems (AS) in carrying out critical tasks it is crucial that assurance of the models can be maintained in the face of p…