eth-sri / 3dcertify
3DCertify is the first verifier to certify robustness of point cloud models against semantic transformations and point perturbations
☆9Updated 3 years ago
Alternatives and similar repositories for 3dcertify:
Users that are interested in 3dcertify are comparing it to the libraries listed below
- Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)☆26Updated last year
- Tensorflow Implementation of "DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense", ICCV 2019☆12Updated 3 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 2 years ago
- ☆27Updated last year
- Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.☆26Updated 4 years ago
- ☆15Updated 2 years ago
- Code for Geometry-Aware Generation of Adversarial Point Clouds☆33Updated 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
- [CVPR 2022] Shape-invariant Adversarial Point Clouds☆43Updated last year
- List of state of the art papers, code, and other resources☆103Updated 2 years ago
- ☆16Updated 3 years ago
- Generating 3D Adversarial Point Clouds☆101Updated 4 years ago
- ☆21Updated 2 years ago
- Code Repository to check robustness of 3D Deep Learning (Volumetric and PointNet) to occlusion attacks☆14Updated 5 years ago
- A Backdoor Attack against 3D Point Cloud Classifiers (ICCV2021)☆18Updated 3 years ago
- [TMLR'24] On the Adversarial Robustness of Camera-based 3D Object Detection☆24Updated 11 months ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Updated 2 years ago
- Robust Adversarial Objects against Deep Learning Models☆11Updated 5 years ago
- Code and Data for the paper "LPF-Defense: 3D Adversarial Defense based on Frequency Analysis", PLoS ONE☆13Updated 4 months ago
- Official code of paper "Efficient Joint Gradient Based Attack Against SOR Defense for 3D Point Cloud Classification" (MM'2020)☆24Updated 4 years ago
- official Pytorch implementation of paper 'Improving transferability of 3D adversarial attacks with scale and shear transformations', Info…☆8Updated 11 months ago
- The code for AAAI2023 (Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization)☆11Updated 2 years ago
- This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restora…☆65Updated 3 years ago
- The code of "Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds" CVPR 2024☆29Updated last year
- ICCV 2019 oral presentation☆86Updated 5 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆63Updated 5 years ago
- [CCS 2021] TSS: Transformation-specific smoothing for robustness certification☆25Updated last year
- our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023☆35Updated 2 years ago
- The official implementation of NeurIPS 2021 paper: Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks☆16Updated last year