3 papers
cs.CV2026
Hard-Label Black-Box Attacks on 3D Point Clouds
Daizong Liu, Yunbo Tao, Junhao Dong +4
With the maturity of depth sensors in various 3D safety-critical applications, 3D point cloud models have been shown to be vulnerable to adversarial attacks. Almost all existing 3D…
cs.CV2025
Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding
Wencan Huang, Daizong Liu, Wei Hu
While 3D Multi-modal Large Language Models (MLLMs) demonstrate remarkable scene understanding capabilities, their practical deployment faces critical challenges due to computationa…
cs.CV2024
Improving the Transferability of 3D Point Cloud Attack via Spectral-aware Admix and Optimization Designs
Shiyu Hu, Daizong Liu, Wei Hu
Deep learning models for point clouds have shown to be vulnerable to adversarial attacks, which have received increasing attention in various safety-critical applications such as a…