foolbox
Adversarial examples generator
A Python toolbox to create adversarial examples for benchmarking the robustness of machine learning models.
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
3k stars
47 watching
427 forks
Language: Python
last commit: 8 months ago
Linked from 2 awesome lists
adversarial-attacksadversarial-examplesjaxkerasmachine-learningpythonpytorchtensorflow
ethicalml/awesome-production-machine-learning
jphall663/awesome-machine-learning-interpretabilityRelated projects:
| Repository | Description | Stars |
|---|---|---|
 cleverhans-lab/cleverhans | A Python library for benchmarking machine learning systems' vulnerability to adversarial examples. | 6,202 |
 arogozhnikov/einops | A flexible and powerful library for performing tensor operations in various deep learning frameworks. | 8,518 |
 trusted-ai/adversarial-robustness-toolbox | A Python library that provides tools and techniques to defend against various attacks on machine learning models and applications. | 4,878 |
 tensorflow/models | A repository of pre-built TensorFlow models and examples for various applications | 77,177 |
 pkmital/tensorflow_tutorials | A collection of examples and tutorials illustrating various applications and use cases of TensorFlow in Python | 5,642 |
 tensorpack/tensorpack | A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. | 6,303 |
 numpy/numpy | Provides support for large, multi-dimensional arrays and matrices, along with functions to manipulate them, as well as tools for integration with C/C++ code. | 28,087 |
 thtrieu/darkflow | Tools and scripts for training and deploying real-time object detection models using TensorFlow | 6,132 |
 amdegroot/ssd.pytorch | An implementation of a deep learning-based object detection system in PyTorch. | 5,146 |
 pyca/cryptography | A package providing cryptographic primitives and recipes for secure data encryption and manipulation | 6,681 |
 jwyang/faster-rcnn.pytorch | An object detection implementation built on top of PyTorch, supporting multi-image batch training and multiple GPUs. | 7,693 |
 joke2k/faker | Generates fake data for testing and development purposes | 17,786 |
 c2sp/wycheproof | Tests crypto libraries against known attacks to ensure secure implementations | 2,787 |
 qdata/textattack | A framework for creating and testing robust NLP models by generating adversarial examples and augmenting datasets. | 2,973 |
 vahidk/effectivetensorflow | A comprehensive tutorial and best practices guide for the TensorFlow deep learning framework | 8,624 |