Perception-Guided Fuzzing for Simulated Scenario-Based Testing of Autonomous Driving Systems

Overview

SimsV mutates simulator inputs to discover perception weaknesses and measure their system-level consequences. Metric-guided testing of Apollo links module failures to driving hazards, including collisions, within high-fidelity scenario simulation.