Adversarial point cloud perturbations to attack deep object detection models. - Mumuxin Cai; Nan Sang; Xupeng Wang 001; Jingyu Zhang (HPCC/DSS/SmartCity, 2020)

Td-Net: Topology Destruction Network For Generating Adversarial Point Cloud. - Jingyu Zhang; Chunhua Jiang; Xupeng Wang 001; Mumuxin Cai (ICIP, 2021)

Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. - Xupeng Wang 001; Mumuxin Cai; Ferdous Sohel; Nan Sang; Zhengwei Chang (Neurocomputing, 2021)

SC-Net: Salient Point and Curvature Based Adversarial Point Cloud Generation Network. - Zihao Zhang; Nan Sang; Xupeng Wang 001; Mumuxin Cai (ICASSP, 2023)

Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (Remote. Sens., 2024)

Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (Sensors, 2024)

LiDAR-SPD: Improving Adversarial Robustness of 3D Object Detection via Spherical Projection and Diffusion. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (ICASSP, 2025)

Transferable universal adversarial attack against 3D object detection with latent feature disruption. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Dian Xiao; Hang Lei (J. Syst. Archit., 2025)