dhowe / AdNauseam

(torch) jxmorris12 12:50 PM > textattack attack --recipe bae
Traceback (most recent call last):
...
  File "/p/qdata/jm8wx/research/text_attacks/textattack/textattack/commands/attack/attack_args_helpers.py", line 343, in parse_model_from_args
    raise ValueError(f"Error: unsupported TextAttack model {args.model}")
ValueError: Error: un

add BERT-based augmenter

2

Open

GoalFunctionResult and AttackResult should have str

advboxes / AdvBox

Star

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.

security machine-learning deep-learning paddlepaddle adversarial-example adversarial-examples onnx fgsm adversarial-attacks deepfool graphpipe

Updated Nov 13, 2020
Jupyter Notebook

BorealisAI / advertorch

Star

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

Updated Sep 25, 2020
Jupyter Notebook

airbnb / artificial-adversary

Star

🗣️ Tool to generate adversarial text examples and test machine learning models against them

python spam data-science machine-learning text-mining data-mining text-classification metrics text text-analysis python3 classification text-processing python2 spam-filtering spam-detection spam-classification adversarial-examples black-box-attacks black-box-benchmarking

Updated Oct 14, 2018
Python

DSE-MSU / DeepRobust

Star

A pytorch adversarial library for attack and defense methods on images and graphs

machine-learning deep-neural-networks deep-learning defense graph-mining graph-convolutional-networks adversarial-examples adversarial-attacks graph-neural-networks

Updated Dec 7, 2020
Python

sarathknv / adversarial-examples-pytorch

Star

Implementation of Papers on Adversarial Examples

visualization opencv deep-neural-networks deep-learning paper python3 pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples trackbar fgsm adversarial-attacks adversarial-images perturbations adversarial-defence adversarial-perturbations random-perturbations

Updated Jan 19, 2019
Python

chbrian / awesome-adversarial-examples-dl

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A curated list of awesome resources for adversarial examples in deep learning

security machine-learning computer-vision deep-learning adversarial-examples

Updated Nov 14, 2020

kabkabm / defensegan

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Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

deep-learning generative-adversarial-network adversarial-examples adversarial-attacks iclr2018

Updated Oct 24, 2019
Python

kleincup / DEEPSEC

Star

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

adversarial-examples adversarial-attacks deep-leaning defenses

Updated May 21, 2019
Python

ChandlerBang / awesome-graph-attack-papers

Star

Adversarial attacks and defenses on Graph Neural Networks.

machine-learning awesome deep-learning graph awesome-list defense robustness literature-review adversarial-examples adversarial-attacks graph-neural-networks

Updated Nov 23, 2020

ashafahi / free_adv_train

Star

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

attack classification robust adversarial robustness adversarial-learning attack-defense adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks

Updated Jun 8, 2019
Python

shangtse / robust-physical-attack

Star

Physical adversarial attack for fooling the Faster R-CNN object detector

computer-vision faster-rcnn object-detection adversarial-machine-learning adversarial-examples adversarial-attacks

Updated Jan 13, 2020
Jupyter Notebook

wanglouis49 / pytorch-adversarial_box

Star

PyTorch library for adversarial attack and training

pytorch adversarial-learning adversarial-example adversarial-examples fgsm

Updated Jan 16, 2019
Python

nebula-beta / torchadver

Star

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

pytorch toolbox adversarial-search adversarial-networks adversarial-machine-learning adversarial-examples adversarial-attacks

Updated Aug 7, 2019
Python

gmh14 / RobNets

Star

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

robustness neural-architecture-search adversarial-examples deep-learning-architectures adversarial-attacks

Updated Oct 21, 2020
Python

rfeinman / detecting-adversarial-samples

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Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)

machine-learning neural-networks adversarial-examples

Updated Feb 14, 2018
Python

hmph / adversarial-attacks

Star

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

caffe computer-vision deep-learning semantic-segmentation adversarial-examples

Updated Mar 8, 2019
Python

hendrycks / pre-training

Star

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

uncertainty calibration ai-safety robustness adversarial-examples pretrained data-corruption out-of-distribution-detection

Updated May 15, 2019
Python

microsoft / denoised-smoothing

Star

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

machine-learning computer-vision deep-learning aws-rekognition neural-networks image-classification clarifai google-cloud-vision adversarial-examples azure-computer-vision adversarial-defense adversarial-robustness provable-defense

Updated Sep 22, 2020
Jupyter Notebook

huanzhang12 / CROWN-IBP

Star

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

robustness adversarial-machine-learning adversarial-examples adversarial-defense robustness-verification crown-ibp ibp-bounds crown-bounds verified-errors

Updated Jul 22, 2020
Python

thunlp / SememePSO-Attack

Star

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

nlp pso adversarial-examples adversarial-attacks sememe

Updated Dec 4, 2020
Python

chenhongge / RobustTrees

Star

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

xgboost gbdt gbm gbrt decision-trees adversarial-examples robust-decision-trees

Updated Oct 18, 2020
C++

tml-epfl / understanding-fast-adv-training

Star

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

robust-optimization robustness adversarial-examples adversarial-training

Updated Oct 25, 2020
Python

utkuozbulak / adaptive-segmentation-mask-attack

Star

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

segmentation adversarial-examples u-net

Updated Jul 6, 2020
Python

tanjuntao / Adversarial-Machine-Learning

Star

对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料

adversarial-examples poisoning-attack evation-attack

Updated Jun 3, 2019

j40903272 / MalConv-keras

Star

This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adversarial sample crafting.

keras python3 malware-detection adversarial-examples

Updated Nov 1, 2018
Python

bethgelab / adversarial-vision-challenge

Star

NIPS Adversarial Vision Challenge

python machine-learning deep-neural-networks neural-networks robustness adversarial-examples

Updated Sep 17, 2018
Python

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adversarial-examples

Here are 121 public repositories matching this topic...

dhowe / AdNauseam

Trusted-AI / adversarial-robustness-toolbox

bethgelab / foolbox

QData / TextAttack

Confusing error message when a model isn't supplied

add BERT-based augmenter

GoalFunctionResult and AttackResult should have str

advboxes / AdvBox

BorealisAI / advertorch

airbnb / artificial-adversary

DSE-MSU / DeepRobust

sarathknv / adversarial-examples-pytorch

chbrian / awesome-adversarial-examples-dl

kabkabm / defensegan

kleincup / DEEPSEC

ChandlerBang / awesome-graph-attack-papers

ashafahi / free_adv_train

shangtse / robust-physical-attack

wanglouis49 / pytorch-adversarial_box

nebula-beta / torchadver

gmh14 / RobNets

rfeinman / detecting-adversarial-samples

hmph / adversarial-attacks

hendrycks / pre-training

microsoft / denoised-smoothing

huanzhang12 / CROWN-IBP

thunlp / SememePSO-Attack

chenhongge / RobustTrees

tml-epfl / understanding-fast-adv-training

utkuozbulak / adaptive-segmentation-mask-attack

tanjuntao / Adversarial-Machine-Learning

j40903272 / MalConv-keras

bethgelab / adversarial-vision-challenge

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adversarial-examples

Here are 121 public repositories matching this topic...

dhowe / AdNauseam

Trusted-AI / adversarial-robustness-toolbox

bethgelab / foolbox

QData / TextAttack

Confusing error message when a model isn't supplied

add BERT-based augmenter

GoalFunctionResult and AttackResult should have __str__

advboxes / AdvBox

BorealisAI / advertorch

airbnb / artificial-adversary

DSE-MSU / DeepRobust

sarathknv / adversarial-examples-pytorch

chbrian / awesome-adversarial-examples-dl

kabkabm / defensegan

kleincup / DEEPSEC

ChandlerBang / awesome-graph-attack-papers

ashafahi / free_adv_train

shangtse / robust-physical-attack

wanglouis49 / pytorch-adversarial_box

nebula-beta / torchadver

gmh14 / RobNets

rfeinman / detecting-adversarial-samples

hmph / adversarial-attacks

hendrycks / pre-training

microsoft / denoised-smoothing

huanzhang12 / CROWN-IBP

thunlp / SememePSO-Attack

chenhongge / RobustTrees

tml-epfl / understanding-fast-adv-training

utkuozbulak / adaptive-segmentation-mask-attack

tanjuntao / Adversarial-Machine-Learning

j40903272 / MalConv-keras

bethgelab / adversarial-vision-challenge

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GoalFunctionResult and AttackResult should have str