crossrefInformation2025-10-07
HE-DMDeception: Adversarial Attack Network for 3D Object Detection Based on Human Eye and Deep Learning Model Deception
Pin Zhang, Yawen Liu, Heng Liu, Yichao Teng, Jiazheng Ni, Zhuansun Xiaobo, et al.
This paper presents HE-DMDeception, a novel adversarial attack network that integrates human visual deception with deep model deception to enhance the security of 3D object detection. Existing patch-based and camouflage methods can mislead deep learning models but struggle to gen…