mlattacks
advertorch
| mlattacks | advertorch | |
|---|---|---|
| 2 | 1 | |
| 47 | 1,271 | |
| - | 0.5% | |
| 2.4 | 0.0 | |
| 12 months ago | 8 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | GNU Lesser General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mlattacks
advertorch
What are some alternatives?
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
cleverhans - An adversarial example library for constructing attacks, building defenses, and benchmarking both
auto_LiRPA - auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
TextAttack - TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
AIJack - Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
nlpaug - Data augmentation for NLP
AugMax - [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.
adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
timm-vis - Visualizer for PyTorch image models
Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources