PyTorch implementations of Adversarial defenses and utils.
☆34Dec 25, 2023Updated 2 years ago
Alternatives and similar repositories for adversarial-defenses-pytorch
Users that are interested in adversarial-defenses-pytorch are comparing it to the libraries listed below
Sorting:
- Teaching a Convolutional Neural Network to recognize painting genre. Handcrafted dataset. Cool visualizations.☆10Dec 19, 2018Updated 7 years ago
- Gradient-based Hyperparameter Optimization Over Long Horizons☆14Sep 29, 2021Updated 4 years ago
- ☆32May 24, 2023Updated 2 years ago
- PyTorch implementation of adversarial attacks [torchattacks]☆2,146Jun 29, 2024Updated last year
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated 11 months ago
- Defense GAN in pytorch☆13May 12, 2019Updated 6 years ago
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆100Mar 4, 2022Updated 4 years ago
- ☆44Oct 30, 2025Updated 4 months ago
- ☆15Jun 5, 2023Updated 2 years ago
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆525Oct 15, 2023Updated 2 years ago
- The code reproduces the results of the experiments in the paper. In particular, it performs experiments in which machine-learning models …☆20Aug 16, 2021Updated 4 years ago
- baseline mode for the ObjectNet competition☆18Jan 13, 2021Updated 5 years ago
- Code corresponding to the paper: "On the Robustness of Vision Transformers": https://arxiv.org/abs/2104.02610☆25Dec 16, 2025Updated 2 months ago
- LAFEAT: Piercing Through Adversarial Defenses with Latent Features (CVPR 2021 Oral)☆27Jun 23, 2021Updated 4 years ago
- A pytorch adversarial library for attack and defense methods on images and graphs☆1,079Jun 26, 2025Updated 8 months ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆449Jul 25, 2024Updated last year
- ☆27Feb 9, 2023Updated 3 years ago
- Code for Black-Box Adversarial Attack with Transferable Model-based Embedding☆58Jun 3, 2020Updated 5 years ago
- A Self-Consistent Robust Error (ICML 2022)☆69Jun 25, 2023Updated 2 years ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆29Oct 1, 2024Updated last year
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆52Nov 2, 2020Updated 5 years ago
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Aug 22, 2023Updated 2 years ago
- ☆34Jun 22, 2023Updated 2 years ago
- A Simple Image Clustering Script using CLIP and Hierarchial Clustering☆38Apr 27, 2023Updated 2 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off☆33Apr 28, 2022Updated 3 years ago
- A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.☆944Jan 11, 2024Updated 2 years ago
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆506Aug 30, 2021Updated 4 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- Martingale posterior neural networks for fast sequential decision making @ Neurips 2025☆23Nov 13, 2025Updated 3 months ago
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 3 years ago
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆36Jun 8, 2023Updated 2 years ago
- ☆35Aug 2, 2023Updated 2 years ago
- ☆37Mar 16, 2022Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Oct 24, 2023Updated 2 years ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- Two-stream remote sensing model for water quality mapping: 2SeaColor☆10Feb 2, 2021Updated 5 years ago
- template for https://cnli.me☆10Feb 27, 2025Updated last year