Kunhua Liu

AdvDiffuser: Generating Adversarial Safety-Critical Driving Scenarios via Guided Diffusion

Safety-critical scenarios are infrequent in natural driving environments but hold significant importance for the training and testing of autonomous driving systems. The prevailing approach involves generating safety-critical scenarios automatically in simulation by introducing adversarial adjustment…