91 citations · 102 across the 3 of their papers we have counts for
4 papers
Information Blackhole: Exploring Backdoor Mechanism in 3D Point Cloud Reconstruction
Zhifei Yang, Xiuping Liu, Kuofeng Gao +3
Point cloud autoencoders are fundamental components for 3D world representation and support many safety-critical downstream applications. Existing studies have extensively investig…
Adversarial Attacks on LiDAR-Based Tracking Across Road Users: Robustness Evaluation and Target-Aware Black-Box Method
Shengjing Tian, Xiantong Zhao, Yuhao Bian +2
In this study, we delve into the robustness of neural network-based LiDAR point cloud tracking models under adversarial attacks, a critical aspect often overlooked in favor of perf…
iBA: Backdoor Attack on 3D Point Cloud via Reconstructing Itself
Yuhao Bian, Shengjing Tian, Xiuping Liu
The widespread deployment of Deep Neural Networks (DNNs) for 3D point cloud processing starkly contrasts with their susceptibility to security breaches, notably backdoor attacks. T…
Incomplete Descriptor Mining with Elastic Loss for Person Re-Identification
Hongchen Tan, Yuhao Bian, Huasheng Wang +2
In this paper, we propose a novel person Re-ID model, Consecutive Batch DropBlock Network (CBDB-Net), to capture the attentive and robust person descriptor for the person Re-ID tas…