ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration

10 March 2025

Papers citing "ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration"

34 / 34 papers shown

Title
SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds Pei Sun Mingxing Tan Weiyue Wang Chenxi Liu Fei Xia Zhaoqi Leng Drago Anguelov ViT 69 119 0 13 Oct 2022
Learning to Generate Realistic LiDAR Point Clouds Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 106 60 0 08 Sep 2022
Privacy-Utility Trades in Crowdsourced Signal Map Obfuscation Jiang Zhang Lillian Clark Matthew A. Clark Konstantinos Psounis Peter Kairouz 58 6 0 13 Jan 2022
NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning Tony Ng Hyo Jin Kim Vincent C. S. Lee Daniel DeTone Tsun-Yi Yang Tianwei Shen Eddy Ilg Vassileios Balntas K. Mikolajczyk Chris Sweeney GAN 60 24 0 23 Dec 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 58 131 0 24 Nov 2021
Exploiting Explanations for Model Inversion Attacks Xu Zhao Wencan Zhang Xiao Xiao Brian Y. Lim MIACV 69 84 0 26 Apr 2021
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics Jiawei Chen Li-ju Chen Chia-Mu Yu Chun-Shien Lu PICV 70 41 0 05 Apr 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 127 53 0 30 Mar 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 257 745 0 02 Mar 2021
V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction Tsun-Hsuan Wang S. Manivasagam Ming Liang Binh Yang Wenyuan Zeng James Tu R. Urtasun 61 396 0 17 Aug 2020
Center-based 3D Object Detection and Tracking Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 100 1,606 0 19 Jun 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding Xin Wen Tianyang Li Zhizhong Han Yu-Shen Liu 3DPC 95 243 0 08 May 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 219 740 0 02 Mar 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 99 359 0 01 Mar 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection Shaoshuai Shi Chaoxu Guo Li Jiang Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 93 1,777 0 31 Dec 2019
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 134 2,885 0 10 Dec 2019
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks Yuheng Zhang R. Jia Hengzhi Pei Wenxiao Wang Yue Liu D. Song AAML 113 419 0 17 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition Ziyu Zhang F. Da Yi Yu CVBM 3DH 3DPC 48 12 0 12 Nov 2019
Detailed comparison of communication efficiency of split learning and federated learning Abhishek Singh Praneeth Vepakomma O. Gupta Ramesh Raskar FedML 53 189 0 18 Sep 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 99 668 0 28 Jun 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 163 2,536 0 18 Apr 2019
Revealing Scenes by Inverting Structure from Motion Reconstructions Francesco Pittaluga S. Koppal S. B. Kang Sudipta N. Sinha 3DPC 47 127 0 05 Apr 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 59 116 0 25 Jan 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 180 2,410 0 11 Dec 2018
Deep Generative Modeling of LiDAR Data Lucas Caccia H. V. Hoof Aaron Courville Joelle Pineau 3DPC 180 76 0 04 Dec 2018
Split learning for health: Distributed deep learning without sharing raw patient data Praneeth Vepakomma O. Gupta Tristan Swedish Ramesh Raskar FedML 118 707 0 03 Dec 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 128 1,562 0 17 Nov 2018
Distributed learning of deep neural network over multiple agents O. Gupta Ramesh Raskar FedML OOD 66 605 0 14 Oct 2018
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image Priyanka Mandikal L. NavaneetK. Mayank Agarwal R. Venkatesh Babu 3DV 3DPC 55 157 0 20 Jul 2018
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 109 3,723 0 17 Nov 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 632 29,076 0 09 Sep 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 207 6,130 0 01 Jul 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,530 0 09 Dec 2015
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 126 1,962 0 26 Nov 2014