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advboxes
AdvBox advboxes
265
1.4k
apache-2.0
56
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....
fgsm onnx deepfool security graphpipe paddlepaddle deep-learning machine-learning adversarial-attacks adversarial-example adversarial-examples
Created 2018-08-08
378 commits to master branch, last one 2 years ago
thu-ml
ares thu-ml
89
483
apache-2.0
17
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
bim hgd nes pca fgsm spsa mmlda mi-fgsm boundary deepfool distillation evolutionary adversarial-attacks benchmark-framework adversarial-robustness adversarial-machine-learning
Created 2020-03-19
190 commits to main branch, last one about a year ago
poloclub
jpeg-defense poloclub
8
81
mit
34
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
dnn fgsm intel paper attack i-fgsm shield defense deepfool security tensorflow video-demo vaccination georgia-tech deep-learning carlini-wagner imagenet-dataset jpeg-compression adversarial-machine-learning
Created 2018-02-05
63 commits to master branch, last one 5 years ago