ndb796 / Pytorch-Adversarial-Training-CIFARLinks
This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.
☆172Updated 4 years ago
Alternatives and similar repositories for Pytorch-Adversarial-Training-CIFAR
Users that are interested in Pytorch-Adversarial-Training-CIFAR are comparing it to the libraries listed below
Sorting:
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Updated 5 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆212Updated 3 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆449Updated last year
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆126Updated 2 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆87Updated 4 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆59Updated 6 years ago
- Revisiting Transferable Adversarial Images (TPAMI 2025)☆137Updated 2 months ago
- PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.☆253Updated 5 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆36Updated 5 years ago
- A unified benchmark problem for data poisoning attacks☆160Updated 2 years ago
- Library containing PyTorch implementations of various adversarial attacks and resources☆165Updated last week
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆145Updated 2 years ago
- [ICLR 2022] Reliable Adversarial Distillation with Unreliable Teachers☆22Updated 3 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆98Updated 3 years ago
- ☆160Updated 4 years ago
- ☆53Updated 3 years ago
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆157Updated 6 years ago
- ☆29Updated 4 years ago
- ☆63Updated 4 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆45Updated 2 years ago
- A paper list for localized adversarial patch research☆158Updated 3 months ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆75Updated last year
- Adversarial Robustness, White-box, Adversarial Attack☆52Updated 3 years ago
- [ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable☆170Updated last year
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆725Updated last year
- ☆23Updated 2 years ago
- Towards Efficient and Effective Adversarial Training, NeurIPS 2021☆17Updated 3 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆169Updated 5 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- Implemented CURE algorithm from robustness via curvature regularization and vice versa☆32Updated 2 years ago