deepfool

There are 1 repository under deepfool topic.

AdvBox
advboxes / AdvBox
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
adversarial-attacks adversarial-example adversarial-examples deep-learning deepfool fgsm graphpipe machine-learning onnx paddlepaddle security
Language:Jupyter Notebook 1376
thu-ml / ares
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
adversarial-machine-learning benchmark-framework adversarial-attacks adversarial-robustness fgsm bim mi-fgsm deepfool nes spsa boundary evolutionary mmlda distillation hgd pca
Language:Python 471
poloclub / jpeg-defense
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
jpeg-compression deep-learning vaccination paper shield video-demo defense adversarial-machine-learning security tensorflow imagenet-dataset carlini-wagner fgsm i-fgsm deepfool dnn attack intel georgia-tech
Language:Python 80
lepoeme20 / Adversarial-Attacks
Reproduce multiple adversarial attack methods
pytorch python3 adversarial-examples adversarial-attacks fgsm pgd cw deepfool
Language:Python 22
Dawn-David / DeepFool_MNIST
Based on Pytorch, the Adversarial Attack algorithm DeepFool, targeting the Mnist data set and ResNet18 network
mnist adversarial deepfool pytorch
Language:Jupyter Notebook 16
aminul-huq / DeepFool
PyTorch implementation of DeepFool adversarial attack.
pretrained-models imagenet-classifier deepfool adversarial-attacks adversarial-machine-learning
Language:Jupyter Notebook 8
REGroup
lokender / REGroup
Official implementation of the paper: "REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions", IEEE WACV, 2022
regroup robust classification machine-learning vgg19 ensemble robust-predictions adversarial-attacks adversarial pgd cifar10 robust-statistics robust-machine-learning robust-estimation benign borda-count adversarial-machine-learning resnet deepfool
Language:Jupyter Notebook 6
n0mi1k / perturbify
A Tensorflow adversarial machine learning attack toolkit to add perturbations and cause image recognition models to misclassify an image
adversarial-attacks adversarial-machine-learning tensorflow deepfool fgsm
Language:Python 5
vinuthags / adversarial_attack
Adversarial Attacks on MNIST
cnn deepfool fgsm lbfgs tensorflow
Language:Jupyter Notebook 2
rbinzhang / DeepFool
A simple and accurate method to fool deep neural networks（这个是deepfool作者贡献的代码）
deepfool
Language:MATLAB 1
ACM40960 / project-21200461
Adversarial Attacks on Image data
adversarial-attacks computer-vision deep-neural-networks deepfool fgsm-attack keras lbfgs tensorflow2
Language:Jupyter Notebook 0

deepfool

advboxes / AdvBox

thu-ml / ares

poloclub / jpeg-defense

lepoeme20 / Adversarial-Attacks

Dawn-David / DeepFool_MNIST

aminul-huq / DeepFool

lokender / REGroup

n0mi1k / perturbify

vinuthags / adversarial_attack

rbinzhang / DeepFool

ACM40960 / project-21200461