Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Foolbox | 2,600 | 9 | 5 | 3 months ago | 70 | April 02, 2022 | 26 | mit | Python | |
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX | ||||||||||
One Pixel Attack Keras | 1,078 | 3 years ago | 4 | mit | Jupyter Notebook | |||||
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet | ||||||||||
Tensorflow Adversarial | 204 | 5 years ago | 3 | mit | Python | |||||
Crafting adversarial images | ||||||||||
Free_adv_train | 95 | 5 years ago | 3 | Python | ||||||
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training. | ||||||||||
Adversarial Learning Robustness | 71 | 3 years ago | apache-2.0 | Jupyter Notebook | ||||||
Contains materials for workshops pertaining to adversarial robustness in deep learning. | ||||||||||
Jpeg Defense | 65 | 5 years ago | mit | Python | ||||||
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression | ||||||||||
Gan Leaks | 35 | 2 years ago | mit | Python | ||||||
Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020) | ||||||||||
Adversarial Transformation Network | 25 | 7 years ago | 1 | gpl-3.0 | Python | |||||
A simple implement of an Adversarial Autoencoding ATN(AAE ATN) | ||||||||||
Adversarialattack | 22 | 8 months ago | 1 | Python | ||||||
FGSM, DeepFool and CW attack implementation using TensorFlow 2.0 | ||||||||||
Robust_audio_ae | 22 | 4 years ago | bsd-2-clause | Python | ||||||
Robust Audio Adversarial Example for a Physical Attack |