PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees

Author:

Zhang Jinghuai1,Jia Jinyuan2,Liu Hongbin1,Gong Neil Zhenqiang1

Affiliation:

1. Duke University

2. UIUC

Publisher

IEEE

Reference53 articles.

1. Distilling the knowledge in a neural network;hinton;ArXiv Preprint,2015

2. Advpc: Transferable adversarial perturbations on 3d point clouds;hamdi;European Conference on Computer Vision,2020

3. Almost tight 10-norm certified robustness of top-k predictions against adversarial perturbations;jia;International Conference on Learning Representations,2022

4. PF-Net: Point Fractal Network for 3D Point Cloud Completion

5. DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust 3D Point Cloud Recognition: Enhancing Robustness with GPT-4 and CLIP Integration;Journal of Circuits, Systems and Computers;2024-07-25

2. PointNetV3: feature extraction with position encoding;Optoelectronics Letters;2024-07-23

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