MTandHJ / roboc
An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks
☆14Updated 3 years ago
Alternatives and similar repositories for roboc:
Users that are interested in roboc are comparing it to the libraries listed below
- Pytorch implementation of Adversarially Robust Distillation (ARD)☆59Updated 5 years ago
- A PyTorch implementation of `MagNet: a Two-Pronged Defense against Adversarial Examples`☆15Updated 3 years ago
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆28Updated 2 years ago
- Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020☆26Updated 4 years ago
- Learnable Boundary Guided Adversarial Training (ICCV2021)☆36Updated last month
- ☆35Updated 4 years ago
- CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection☆20Updated 3 years ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆38Updated 3 years ago
- The official pytorch implementation of ACM MM 19 paper "MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks"☆11Updated 3 years ago
- Foolbox implementation for NeurIPS 2021 Paper: "Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints".☆25Updated 2 years ago
- PyTorch adversarial attack baselines for ImageNet, CIFAR10, and MNIST (state-of-the-art attacks comparison)☆18Updated 3 years ago
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Updated last year
- PyTorch implementations of Adversarial defenses and utils.☆34Updated last year
- Code for the ICCV 2021 paper "Augmented Lagrangian Adversarial Attacks"☆22Updated 10 months ago
- On the effectiveness of adversarial training against common corruptions [UAI 2022]☆30Updated 2 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆62Updated 3 years ago
- Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks☆45Updated 2 years ago
- Codes for ICCV 2021 paper "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Met…☆12Updated 2 years ago
- Code corresponding to the paper: "On the Robustness of Vision Transformers": https://arxiv.org/abs/2104.02610☆24Updated 9 months ago
- This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/ab…☆41Updated last year
- ☆39Updated last year
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆55Updated 3 years ago
- ☆12Updated last year
- Detection of adversarial examples using influence functions and nearest neighbors☆33Updated 2 years ago
- [NeurIPS2021] Code Release of Learning Transferable Perturbations☆27Updated last month
- ☆40Updated last year
- Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-…☆39Updated 4 years ago
- This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial exam…☆32Updated 3 years ago
- ☆29Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago