Explaining Unreliable Perception in Automated Driving: A Fuzzy-based Monitoring Approach

Aniket Salvi, Gereon Weiss, Mario Trapp

Autonomous systems that rely on Machine Learning (ML) utilize online fault tolerance mechanisms, such as runtime monitors, to detect ML prediction errors and maintain safety during…