研究论文
Adversarial point cloud perturbations against 3D object detection in autonomous driving systems
Xupeng Wang, Mumuxin Cai, Ferdous Sohel, Nan Sang, Zhengwei Chang
University of Electronic Science and Technology of China Murdoch University
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
摘要 · 节选
暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。
逐年被引趋势
20100
21
22
23
24
2025
26
关键指标
62
被引次数 · OpenAlex
4.77
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 4%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
46
参考文献
Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。
AI 辅助阅读
依据：文献信息
论文问答
当前基于文献信息回答
可就本文提问；依据不足时会说明。
学术脉络
学科主题
计算机 / AIAdversarial Robustness in Machine Learning
Advanced Neural Network Applications · Integrated Circuits and Semiconductor Failure Analysis
参考文献 46
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey
被引 615Yulan Guo, Mohammed Bennamoun, Ferdous Sohel · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
Are we ready for autonomous driving? The KITTI vision benchmark suite
被引 14,785Andreas Geiger, P Lenz, R. Urtasun · 2012
The Limitations of Deep Learning in Adversarial Settings
被引 3,980Nicolas Papernot, Patrick McDaniel, Somesh Jha · 2016
此处列出前 3 条
引用本文 62
A Survey on Automated Driving System Testing: Landscapes and Trends
被引 140Shuncheng Tang, Zhenya Zhang, Yi Zhang · ACM Transactions on Software Engineering and Methodology · 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses
被引 130Joana C. Costa, Tiago Roxo, Hugo Proença · IEEE Access · 2024
PointCutMix: Regularization strategy for point cloud classification
被引 120Jinlai Zhang, Lyujie Chen, Bo Ouyang · Neurocomputing · 2022
按被引量排序，此处列出前 3 条