Design Methodology for Deep Out-of-Distribution Detectors in Real-Time Cyber-Physical Systems

Michael Yuhas, Daniel Jun Xian Ng, Arvind Easwaran

When machine learning (ML) models are supplied with data outside their training distribution, they are more likely to make inaccurate predictions; in a cyber-physical system (CPS),…