Desensitizing for Improving Corruption Robustness in Point Cloud Classification through Adversarial Training

Zhiqiang Tian, Weigang Li, Chunhua Deng +3

Due to scene complexity, sensor inaccuracies, and processing imprecision, point cloud corruption is inevitable. Over-reliance on input features is the root cause of DNN vulnerabili…