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Trusted-AI/adversarial-robustness-toolbox

A Python library for machine learning security, providing tools for adversarial attacks and defenses.

5.9K
Stable
Python
AI SDKs & Wrappers
Security Research
Python
#adversarial-attacks#adversarial-examples#machine-learning-security

makcedward/nlpaug

A data augmentation library for natural language processing (NLP) tasks, enabling developers to improve model performance.

4.6K
Archived
Jupyter Notebook
Computer Vision
ML Ops
Python
#natural-language-processing#data-augmentation#computer-vision

QData/TextAttack

TextAttack is a Python framework for adversarial attacks, data augmentation, and model training in NLP.

3.4K
Experimental
Python
Adversarial Attacks & Security
Data Augmentation
Python
#adversarial-attacks#data-augmentation#natural-language-processing

bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX.

2.9K
Stable
Python
Adversarial Attacks
Adversarial Examples
PyTorch
#adversarial-attacks#adversarial-examples#machine-learning

advboxes/AdvBox

A toolbox to generate adversarial examples that fool neural networks in various ML frameworks.

1.4K
Archived
Jupyter Notebook
Security
Testing
#adversarial-attacks#adversarial-examples#deep-learning

BorealisAI/advertorch

A toolbox for adversarial robustness research, focused on building more secure machine learning models.

1.4K
Archived
Jupyter Notebook
Adversarial Attacks
Robustness
PyTorch
#adversarial-attacks#adversarial-examples#machine-learning-security

DSE-MSU/DeepRobust

A PyTorch library for attacking and defending deep learning models against adversarial examples.

1.1K
Experimental
Python
Deep Learning
Testing
PyTorch
#adversarial-attacks#adversarial-examples#deep-learning

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