cuge1995 / awesome-3D-point-cloud-attacks
List of state of the art papers, code, and other resources
☆101Updated 2 years ago
Alternatives and similar repositories for awesome-3D-point-cloud-attacks:
Users that are interested in awesome-3D-point-cloud-attacks are comparing it to the libraries listed below
- Code for Geometry-Aware Generation of Adversarial Point Clouds☆33Updated 3 years ago
- ☆14Updated 2 years ago
- LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks☆20Updated 3 years ago
- A Backdoor Attack against 3D Point Cloud Classifiers (ICCV2021)☆18Updated 3 years ago
- ☆16Updated 3 years ago
- Generating 3D Adversarial Point Clouds☆100Updated 4 years ago
- [CVPR 2022] Shape-invariant Adversarial Point Clouds☆44Updated last year
- ☆22Updated 2 years ago
- AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)☆44Updated 4 years ago
- New distributional and shape attacks on neural networks that process 3D point cloud data.☆41Updated last year
- This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restora…☆62Updated 3 years ago
- Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.☆25Updated 4 years ago
- ☆27Updated last year
- Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)☆24Updated last year
- The code of "Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds" CVPR 2024☆25Updated 10 months ago
- DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense☆12Updated 3 years ago
- Official code of paper "Efficient Joint Gradient Based Attack Against SOR Defense for 3D Point Cloud Classification" (MM'2020)☆24Updated 4 years ago
- our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023☆32Updated last year
- [TMLR'24] On the Adversarial Robustness of Camera-based 3D Object Detection☆23Updated 9 months ago
- ICCV 2019 oral presentation☆86Updated 4 years ago
- code for "Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks"☆23Updated last year
- The Pytorch implementation for the paper "Fusion is Not Enough: Single Modal Attack on Fusion Models for 3D Object Detection"☆11Updated 10 months ago
- Implementation of "Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches"☆20Updated 2 years ago
- Code and Data for the paper "LPF-Defense: 3D Adversarial Defense based on Frequency Analysis", PLoS ONE☆13Updated 2 months ago
- Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296☆201Updated last year
- MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) p…☆78Updated 3 years ago
- [ICML 2022] Benchmarking and Analyzing Point Cloud Classification under Corruptions https://arxiv.org/abs/2202.03377☆60Updated 7 months ago
- Code of NeurIPS19 Paper "PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation".☆131Updated 4 years ago
- visual point clouds (with bbox) by Plotly☆15Updated 3 years ago
- Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving, CVPR 2023☆123Updated 3 months ago