itailang / geometric_adv
Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)
☆27Updated last year
Alternatives and similar repositories for geometric_adv:
Users that are interested in geometric_adv are comparing it to the libraries listed below
- AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)☆46Updated 4 years ago
- ☆27Updated last year
- Code for Geometry-Aware Generation of Adversarial Point Clouds☆34Updated 3 years ago
- Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.☆27Updated 4 years ago
- Tensorflow Implementation of "DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense", ICCV 2019☆12Updated 3 years ago
- ☆15Updated 3 years ago
- A Backdoor Attack against 3D Point Cloud Classifiers (ICCV2021)☆18Updated 3 years ago
- ☆21Updated 2 years ago
- New distributional and shape attacks on neural networks that process 3D point cloud data.☆42Updated 2 years ago
- This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restora…☆67Updated 3 years ago
- Tensorflow Implementation of "LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks", …☆21Updated 3 years ago
- Robust Adversarial Objects against Deep Learning Models☆11Updated 5 years ago
- official Pytorch implementation of paper 'Improving transferability of 3D adversarial attacks with scale and shear transformations', Info…☆8Updated last year
- Generating 3D Adversarial Point Clouds☆102Updated 4 years ago
- [CVPR 2022] Shape-invariant Adversarial Point Clouds☆46Updated last year
- code for "Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks"☆24Updated last year
- ICCV 2019 oral presentation☆87Updated 5 years ago
- The code for AAAI2023 (Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization)☆11Updated 2 years ago
- List of state of the art papers, code, and other resources☆106Updated 2 years ago
- ☆17Updated 3 years ago
- The code of "Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds" CVPR 2024☆32Updated last year
- Official code of paper "Efficient Joint Gradient Based Attack Against SOR Defense for 3D Point Cloud Classification" (MM'2020)☆24Updated 4 years ago
- [ICML 2022] Benchmarking and Analyzing Point Cloud Classification under Corruptions https://arxiv.org/abs/2202.03377☆61Updated 10 months ago
- our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023☆35Updated 2 years ago
- [TMLR'24] On the Adversarial Robustness of Camera-based 3D Object Detection☆25Updated last year
- Self-Supervised Learning for Domain Adaptation on Point-Clouds☆90Updated 2 years ago
- Implementation for paper "PointMixup: Augmentation for Point Cloud". Accepted to ECCV 2020 as spotlight presentation☆98Updated 4 years ago
- Code Repository to check robustness of 3D Deep Learning (Volumetric and PointNet) to occlusion attacks☆14Updated 6 years ago
- This repository contains the ViewFool and ImageNet-V proposed by the paper “ViewFool: Evaluating the Robustness of Visual Recognition to …☆31Updated last year
- ☆15Updated 3 years ago