Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving

Overview

Safety2Drive organizes driving-function test cases with camera and LiDAR perturbations, including natural corruptions and adversarial attacks. The proposed library supports perception-task assessment and closed-loop system evaluation within a common testing framework.