Imperceptible Adversarial Attacks on Point Clouds Guided by Point-to-Surface Field

Keke Tang, Weiyao Ke, Weilong Peng +5

Adversarial attacks on point clouds are crucial for assessing and improving the adversarial robustness of 3D deep learning models. Traditional solutions strictly limit point displa…