A Survey on Adversarial Robustness of LiDAR-based Machine Learning Perception in Autonomous Vehicles

Overview

This survey reviews adversarial threats to LiDAR-based automotive perception, spanning sensor attacks and machine-learning perturbations. It compares defensive strategies and summarizes challenges at the intersection of perception safety and security.