Search Results - RepositoryStats

262

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 about a year ago

ares thu-ml

88

467

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 9 months ago

adversarial-examples-pytorch sarathknv

78

381

unknown

9

Implementation of Papers on Adversarial Examples

fgsm pytorch deep-learning perturbations adversarial-images adversarial-attacks adversarial-examples adversarial-learning adversarial-networks adversarial-perturbations semantic-adversarial-examples generative-adversarial-networks

Created 2018-01-27

24 commits to master branch, last one about a year ago

DBA Mrzhouqifei

50

202

unknown

1

Detection by Attack: Detecting Adversarial Samples by Undercover Attack

cw bim dba fgsm jsma undercover-attack adversarial-samples adversarial-detection

Created 2019-05-14

47 commits to master branch, last one 3 years ago

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