adversarial-example

There are 3 repositories under adversarial-example topic.

makcedward / nlpaug
Data augmentation for NLP
nlp augmentation machine-learning artificial-intelligence data-science natural-language-processing adversarial-attacks adversarial-example ai ml
Language:Jupyter Notebook 4325
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-examples paddlepaddle machine-learning security deep-learning adversarial-example onnx graphpipe fgsm adversarial-attacks deepfool
Language:Jupyter Notebook 1368
BorealisAI / advertorch
A Toolbox for Adversarial Robustness Research
adversarial-attacks adversarial-example adversarial-examples adversarial-learning adversarial-machine-learning adversarial-perturbations benchmarking machine-learning pytorch robustness security toolbox
Language:Jupyter Notebook 1276
thunlp / OpenAttack
An Open-Source Package for Textual Adversarial Attack.
adversarial-attacks nlp adversarial-example natural-language-processing pytorch
Language:Python 652
hendrycks / natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
adversarial-attacks adversarial-example domain-generalization imagenet ml-safety robustness
Language:Python 574
utkuozbulak / pytorch-cnn-adversarial-attacks
Pytorch implementation of convolutional neural network adversarial attack techniques
pytorch pytorch-tutorial adversarial-example fast-gradient-sign gradient-ascent fooling-images
Language:Python 349
1Konny / FGSM
Simple pytorch implementation of FGSM and I-FGSM
adversarial-example adversarial-attacks machine-learning-security
Language:Python 266
dongyp13 / Non-Targeted-Adversarial-Attacks
A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition
adversarial-example
Language:Python 237
jsikyoon / adv_attack_capsnet
Tensorflow Implementation of Adversarial Attack to Capsule Networks
adversarial-example fgsm capsule-network tensorflow
Language:Python 176
ashafahi / free_adv_train
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples adversarial attack-defense attack robust robustness classification
Language:Python 170
wanglouis49 / pytorch-adversarial_box
PyTorch library for adversarial attack and training
pytorch adversarial-examples adversarial-learning adversarial-example fgsm
Language:Python 141
jeromerony / fast_adversarial
Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
adversarial-attacks adversarial-example machine-learning
Language:Python 133
OmidPoursaeed / Generative_Adversarial_Perturbations
Generative Adversarial Perturbations (CVPR 2018)
adversarial-example generative-model deep-learning cvpr2018 adversarial-attacks cvpr
Language:Python 127
dongyp13 / Targeted-Adversarial-Attack
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
targeted-attacks adversarial-example
Language:Python 126
idrl-lab / Adversarial-Attacks-on-Object-Detectors-Paperlist
A Paperlist of Adversarial Attack on Object Detection
adversarial-attacks adversarial-example adversarial-machine-learning
97
cuge1995 / awesome-3D-point-cloud-attacks
List of state of the art papers, code, and other resources
attacks adversarial-attacks point-cloud deep-learning defense adversarial-point-clouds adversarial-example
89
rakutentech / stAdv
Spatially Transformed Adversarial Examples with TensorFlow
adversarial-example tensorflow
Language:Python 72
iamaaditya / pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection
adversarial-example adversarial-machine-learning deep-learning
Language:Jupyter Notebook 69
prabhant / synthesizing-robust-adversarial-examples
My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW
machine-learning adversarial-example adversarial-machine-learning reproducibility
Language:Jupyter Notebook 67
PKUAI26 / AT-CNN
Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks
adversarial-example interpretable-deep-learning
Language:Python 63
kjunelee / WINN
Wasserstein Introspective Neural Networks (CVPR 2018 Oral)
introspective-neural-networks generative-model adversarial-example adversarial-attacks wasserstein
Language:Jupyter Notebook 59
YyzHarry / ME-Net
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
adversarial-attacks adversarial-example robustness matrix-estimation defense ml-safety matrix-completion icml icml-2019
Language:Python 52
LongPham7 / Distributionally-Robust-Optimization
Experiments with distributionally robust optimization (DRO) for deep neural networks
deep-neural-network adversarial-training adversarial-example robust-optimization
Language:Python 30
RanTaimu / Adversarial-Transformation-Network
A simple implement of an Adversarial Autoencoding ATN(AAE ATN)
adversarial-example deep-learning
Language:Python 30
avoroshilov / tf-squeezenet
TensorFlow version of SqueezeNet with converted pretrained weights
adversarial-example neural-network pretrained-weights squeezenet tensorflow tf-squeezenet
Language:Python 28
zhangbincheng1997 / captcha-adversarial-attack
基于深度学习的验证码破解、对抗与反对抗研究
adversarial-example captcha keras
Language:Jupyter Notebook 21
chawins / knn-defense
Adversarial Examples on KNN (and its neural network friends)
adversarial-example representation-learning k-nearest-neighbor
Language:Jupyter Notebook 19
ZhangXiao96 / EEGAdversary
This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-implemented in Tensorflow.
python3 bci eeg adversarial-example adversarial-attacks
Language:Python 17
dykang / adventure
code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "
adventure adversarial-example adversarial-learning knowledge seq2seq
Language:Python 16
Flag-C / ThermometerEncoding
reproduction of Thermometer Encoding: One Hot Way To Resist Adversarial Examples in pytorch
adversarial-machine-learning adversarial-example security
Language:Python 15
csce585-mlsystems / project-athena
This is the course project for CSCE585: ML Systems. Students will build their machine learning systems based on the provided infrastructure --- Athena.
adversarial-machine-learning machine-learning-systems adversarial-example adversarial-defense adversarial-attacks
Language:Python 13
KellerJordan / CapsNet-Adversarial
Capsule networks can defend against adversarial attacks using reconstruction error
capsule-network adversarial-example capsnet pytorch capsule
Language:Jupyter Notebook 13
liuzrcc / AIP
Adversarial Item Promotion in visually-aware recommenders
adversarial-example recommender-system trustworthy-recsys
Language:Python 12
Madanfeng / advGAN_tf2
gan advgan adversarial-example
Language:Python 11
Fraunhofer-AISEC / towards-resistant-audio-adversarial-examples
Generation tool for offset-resistant audio adversarial examples against Deepspeech
deepspeech adversarial-example machine-learning speech-recognition paper
Language:Python 9
jsikyoon / nips17_adv_attack
Tensorflow Implementation of adversarial learning based adversarial example generator
adversarial-example adversarial-machine-learning nips-2017 tensorflow deconvolutionalneuralnetwork
Language:Python 9

adversarial-example

makcedward / nlpaug

advboxes / AdvBox

BorealisAI / advertorch

thunlp / OpenAttack

hendrycks / natural-adv-examples

utkuozbulak / pytorch-cnn-adversarial-attacks

1Konny / FGSM

dongyp13 / Non-Targeted-Adversarial-Attacks

jsikyoon / adv_attack_capsnet

ashafahi / free_adv_train

wanglouis49 / pytorch-adversarial_box

jeromerony / fast_adversarial

OmidPoursaeed / Generative_Adversarial_Perturbations

dongyp13 / Targeted-Adversarial-Attack

idrl-lab / Adversarial-Attacks-on-Object-Detectors-Paperlist

cuge1995 / awesome-3D-point-cloud-attacks

rakutentech / stAdv

iamaaditya / pixel-deflection

prabhant / synthesizing-robust-adversarial-examples

PKUAI26 / AT-CNN

kjunelee / WINN

YyzHarry / ME-Net

LongPham7 / Distributionally-Robust-Optimization

RanTaimu / Adversarial-Transformation-Network

avoroshilov / tf-squeezenet

zhangbincheng1997 / captcha-adversarial-attack

chawins / knn-defense

ZhangXiao96 / EEGAdversary

dykang / adventure

Flag-C / ThermometerEncoding

csce585-mlsystems / project-athena

KellerJordan / CapsNet-Adversarial

liuzrcc / AIP

Madanfeng / advGAN_tf2

Fraunhofer-AISEC / towards-resistant-audio-adversarial-examples

jsikyoon / nips17_adv_attack