Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients
Author:
Affiliation:
1. University of Kansas,Department of EECS,KS,USA
2. Worcester Polytechnic Institute,Department of ECE,MA,USA
3. Ryerson University,Department of CS,Toronto,ON,Canada
Funder
USDA NIFA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9878378/9878366/09879258.pdf?arnumber=9879258
Reference75 articles.
1. PointCloud Saliency Maps
2. On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks
3. A Survey of Sparse Representation: Algorithms and Applications
4. The art of defense: letting networks fool the attacker;zhang;ArXiv Preprint,2021
5. LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks
Cited by 9 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. Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection;Sensors;2024-08-22
2. PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26
3. 3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01
4. PST-Net: Point Cloud Completion Network Based on Local Geometric Feature Reuse and Neighboring Recovery with Taylor Approximation;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18
5. PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3