Safety Monitoring of Machine Learning Perception Functions: a Survey

Raul Sena Ferreira, Joris Guérin, Kevin Delmas +2

Machine Learning (ML) models, such as deep neural networks, are widely applied in autonomous systems to perform complex perception tasks. New dependability challenges arise when ML…