aamir-mustafa / pcl-adversarial-defenseView external linksLinks
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019
☆58Oct 24, 2019Updated 6 years ago
Alternatives and similar repositories for pcl-adversarial-defense
Users that are interested in pcl-adversarial-defense are comparing it to the libraries listed below
Sorting:
- Image Super-Resolution as a Defense Against Adversarial Attacks☆89Jan 17, 2019Updated 7 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆553Mar 30, 2023Updated 2 years ago
- Official repository for "Cross-Domain Transferability of Adversarial Perturbations" (NeurIPS 2019)☆64Jul 7, 2021Updated 4 years ago
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Dec 8, 2022Updated 3 years ago
- ImageNet classifier with state-of-the-art adversarial robustness☆686Dec 31, 2019Updated 6 years ago
- Reproduces BPDA attack in pytorch☆13Oct 10, 2019Updated 6 years ago
- Mitigating Adversarial Effects Through Randomization☆120Mar 20, 2018Updated 7 years ago
- ☆13Nov 10, 2019Updated 6 years ago
- ☆24Jan 26, 2021Updated 5 years ago
- Countering Adversarial Image using Input Transformations.☆498Sep 29, 2021Updated 4 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Oct 15, 2020Updated 5 years ago
- Code for "BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan Fine-tuning"☆32Jul 25, 2024Updated last year
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆504Aug 30, 2021Updated 4 years ago
- Max Mahalanobis Training (ICML 2018 + ICLR 2020)☆90Dec 21, 2020Updated 5 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆177May 3, 2024Updated last year
- Official repository for "On Generating Transferable Targeted Perturbations" (ICCV 2021)☆62Mar 25, 2023Updated 2 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆64Jan 14, 2020Updated 6 years ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆259Apr 16, 2021Updated 4 years ago
- StrAttack, ICLR 2019☆33Aug 4, 2019Updated 6 years ago
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆228Nov 9, 2019Updated 6 years ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆80Oct 24, 2019Updated 6 years ago
- CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection☆20Oct 12, 2021Updated 4 years ago
- Related papers for robust machine learning☆567May 25, 2023Updated 2 years ago
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Jul 7, 2020Updated 5 years ago
- A Toolbox for Adversarial Robustness Research☆1,363Sep 14, 2023Updated 2 years ago
- Visualization of Adversarial Examples☆34Oct 14, 2018Updated 7 years ago
- RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)☆57Nov 5, 2020Updated 5 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆142Aug 23, 2023Updated 2 years ago
- Code for the paper: Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization (https://arxiv.org/abs/2…☆23Nov 23, 2020Updated 5 years ago
- Code for "Adversarial Defense by Stratified Convolutional Sparse Coding"☆19Jul 27, 2019Updated 6 years ago
- A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.☆944Jan 11, 2024Updated 2 years ago
- Understanding and Improving Fast Adversarial Training [NeurIPS 2020]☆96Sep 23, 2021Updated 4 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks☆125Oct 21, 2020Updated 5 years ago
- Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains.☆61Jun 15, 2022Updated 3 years ago
- [ICCV'19] Improving Adversarial Robustness via Guided Complement Entropy☆39Aug 2, 2019Updated 6 years ago
- PyTorch Implementation of Adversarial Training for Free!☆248Aug 22, 2021Updated 4 years ago
- PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM☆26Jun 30, 2020Updated 5 years ago
- Repository for our ICCV 2019 paper: Adversarial Defense via Learning to Generate Diverse Attacks☆22Sep 6, 2021Updated 4 years ago