matthewwicker / IterativeSalienceOcclusionLinks
Code Repository to check robustness of 3D Deep Learning (Volumetric and PointNet) to occlusion attacks
☆14Updated 6 years ago
Alternatives and similar repositories for IterativeSalienceOcclusion
Users that are interested in IterativeSalienceOcclusion are comparing it to the libraries listed below
Sorting:
- Repository for our ICCV 2019 paper: Adversarial Defense via Learning to Generate Diverse Attacks☆22Updated 3 years ago
- New distributional and shape attacks on neural networks that process 3D point cloud data.☆41Updated 2 years ago
- Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.☆27Updated 5 years ago
- AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)☆46Updated 4 years ago
- Codebase for "Exploring the Landscape of Spatial Robustness" (ICML'19, https://arxiv.org/abs/1712.02779).☆26Updated 5 years ago
- Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks☆66Updated 5 years ago
- [CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation☆32Updated 7 years ago
- Generating 3D Adversarial Point Clouds☆103Updated 5 years ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Updated last month
- ☆20Updated 6 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Logit Pairing Methods Can Fool Gradient-Based Attacks [NeurIPS 2018 Workshop on Security in Machine Learning]☆19Updated 6 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆100Updated 3 years ago
- ☆27Updated last year
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses (ECCV 2020)☆41Updated 6 years ago
- [CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning☆85Updated 3 years ago
- Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"☆100Updated 6 years ago
- A Closer Look at Accuracy vs. Robustness☆89Updated 4 years ago
- ☆13Updated 5 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆45Updated 5 years ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆57Updated 6 years ago
- ☆23Updated 4 years ago
- Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)☆27Updated 2 years ago
- [ICML'20] Multi Steepest Descent (MSD) for robustness against the union of multiple perturbation models.☆26Updated 11 months ago
- Tensorflow Implementation of "DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense", ICCV 2019☆13Updated 3 years ago
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Updated 5 years ago
- Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image cor…☆61Updated 2 years ago
- ☆20Updated 4 years ago
- ☆12Updated 6 years ago