advertorch VS mlattacks

Compare advertorch vs mlattacks and see what are their differences.

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advertorch mlattacks
1 2
1,273 47
0.6% -
0.0 2.4
8 months ago 12 months ago
Jupyter Notebook Jupyter Notebook
GNU Lesser General Public License v3.0 only -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

advertorch

Posts with mentions or reviews of advertorch. We have used some of these posts to build our list of alternatives and similar projects.

mlattacks

Posts with mentions or reviews of mlattacks. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-01.

What are some alternatives?

When comparing advertorch and mlattacks you can also consider the following projects:

cleverhans - An adversarial example library for constructing attacks, building defenses, and benchmarking both

Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.

TextAttack - TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

auto_LiRPA - auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

nlpaug - Data augmentation for NLP

AIJack - Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

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.

timm-vis - Visualizer for PyTorch image models

adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources