makcedward/nlpaug

Data augmentation for NLP

Language: Jupyter Notebook - Size: 3.21 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 4,330 - Forks: 455

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.

Language: Jupyter Notebook - Size: 99.3 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 1,369 - Forks: 261

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

Language: Jupyter Notebook - Size: 8.19 MB - Last synced: 14 days ago - Pushed: 9 months ago - Stars: 1,275 - Forks: 192

thunlp/OpenAttack

An Open-Source Package for Textual Adversarial Attack.

Language: Python - Size: 4.65 MB - Last synced: 16 days ago - Pushed: 11 months ago - Stars: 652 - Forks: 122

guchinoma/DP_for_FaceNet

Producing adversarial examples for FaceNet

Language: Python - Size: 37.1 KB - Last synced: about 1 month ago - Pushed: almost 7 years ago - Stars: 4 - Forks: 1

avoroshilov/tf-squeezenet

TensorFlow version of SqueezeNet with converted pretrained weights

Language: Python - Size: 4.3 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 28 - Forks: 8

ashafahi/free_adv_train

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

Language: Python - Size: 48.8 KB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 170 - Forks: 30

rakutentech/stAdv

Spatially Transformed Adversarial Examples with TensorFlow

Language: Python - Size: 345 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 72 - Forks: 18

utkuozbulak/pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques

Language: Python - Size: 1.26 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 346 - Forks: 60

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

List of state of the art papers, code, and other resources

Size: 38.1 KB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 89 - Forks: 13

s-kumano/simple-adversarial-example-code

Simple code related to adversarial examples, attacks, and defenses.

Language: Jupyter Notebook - Size: 66.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

newwhitecheng/ECE590-02

Language: Python - Size: 12.7 MB - Last synced: 2 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

Language: Python - Size: 4.18 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 176 - Forks: 33

ShahryarBQ/qFool

A geometry-inspired decision-based attack

Language: Python - Size: 381 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

jiweiqi/nnsubspace

Uncertainty Propagation in Deep Neural Network Using Active Subspace

Language: Jupyter Notebook - Size: 36.4 MB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 8

RaiManish3/adversarial_ML

Language: Python - Size: 34.2 KB - Last synced: 6 months ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 0

hendrycks/natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

Language: Python - Size: 2.1 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 550 - Forks: 47

OmidPoursaeed/Generative_Adversarial_Perturbations

Generative Adversarial Perturbations (CVPR 2018)

Language: Python - Size: 388 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 121 - Forks: 24

a-bailly/adversarially_built_shapelets

Adversarially-Built Shapelets Algorithm

Language: Java - Size: 35.2 KB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

RanTaimu/Adversarial-Transformation-Network

A simple implement of an Adversarial Autoencoding ATN(AAE ATN)

Language: Python - Size: 23.3 MB - Last synced: 8 months ago - Pushed: almost 7 years ago - Stars: 30 - Forks: 5

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.

Language: Python - Size: 59.6 KB - Last synced: 8 months ago - Pushed: almost 5 years ago - Stars: 15 - Forks: 10

dongyp13/Non-Targeted-Adversarial-Attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

Language: Python - Size: 161 KB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 230 - Forks: 51

1Konny/FGSM

Simple pytorch implementation of FGSM and I-FGSM

Language: Python - Size: 14.3 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 250 - Forks: 69

jeromerony/fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

Language: Python - Size: 234 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 133 - Forks: 14

wanglouis49/pytorch-adversarial_box

PyTorch library for adversarial attack and training

Language: Python - Size: 6.12 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 138 - Forks: 47

lucylow/ML_adversarial_images

Old ML Project - Create adversarial images to fool a MNIST classifier using TensorFlow.

Language: Jupyter Notebook - Size: 11 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

KellerJordan/CapsNet-Adversarial 📦

Capsule networks can defend against adversarial attacks using reconstruction error

Language: Jupyter Notebook - Size: 3.92 MB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 13 - Forks: 1

Top-Ranger/text_adversarial_attack

Code of master thesis 'Increasing the robustness of deep neural networks for text classification by examining adversarial examples'

Language: Python - Size: 55.7 KB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 5 - Forks: 3

bagnalla/ensemble_detect_adv

Training Ensembles to Detect Adversarial Examples

Language: Python - Size: 35.2 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 6 - Forks: 2

kalifou/tme_10_11_rdfia

Neural Networks Visualization : Activation Maps, Adversarial examples...

Language: Jupyter Notebook - Size: 8.55 MB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

ast0414/copra

COPRA: Constrained Prominence Adversarial Attack and Defense on Sparse and Discrete Clinical Data

Language: Python - Size: 10.7 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

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

A Paperlist of Adversarial Attack on Object Detection

Size: 80.1 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 61 - Forks: 4

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.

Language: Python - Size: 3.97 GB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 13 - Forks: 20

ALFA-group/adv-malware-viz

"On Visual Hallmarks of Robustness to Adversarial Malware" by Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly

Language: Python - Size: 2.03 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 6 - Forks: 5

LongPham7/Distributionally-Robust-Optimization

Experiments with distributionally robust optimization (DRO) for deep neural networks

Language: Python - Size: 72.3 KB - Last synced: 12 months ago - Pushed: about 5 years ago - Stars: 21 - Forks: 4

kdhht2334/Pyramid_AT

A reproduced version of PyTorch from the official repository, based on TensorFlow/JAX.

Language: Python - Size: 1.28 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

chitwansaharia/Adversarial-Examples

Tutorial for generating adversarial examples

Language: Jupyter Notebook - Size: 197 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 5 - Forks: 2

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

Generation tool for offset-resistant audio adversarial examples against Deepspeech

Language: Python - Size: 104 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 9 - Forks: 4

YyzHarry/ME-Net

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

Language: Python - Size: 2.37 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 49 - Forks: 9

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

Language: Jupyter Notebook - Size: 8.99 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 60 - Forks: 14

liuzrcc/AIP

Adversarial Item Promotion in visually-aware recommenders

Language: Python - Size: 14 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 11 - Forks: 6

chawins/DART

Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper

Language: Jupyter Notebook - Size: 166 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 2

iamaaditya/pixel-deflection

Deflecting Adversarial Attacks with Pixel Deflection

Language: Jupyter Notebook - Size: 3.18 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 67 - Forks: 20

zhangbincheng1997/captcha-adversarial-attack

基于深度学习的验证码破解、对抗与反对抗研究

Language: Jupyter Notebook - Size: 148 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 20 - Forks: 3

yaliMa/Adversarial-Patch-3D

We use 3D modeling methods to create real-world adversarial patches (adversarial examples) for an existing scene.

Language: Python - Size: 16.7 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 6 - Forks: 0

chawins/knn-defense

Adversarial Examples on KNN (and its neural network friends)

Language: Jupyter Notebook - Size: 117 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 17 - Forks: 6

PKUAI26/AT-CNN

Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks

Language: Python - Size: 7.44 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 62 - Forks: 9

Framartin/adversarial-logistic

Adversarial perturbation intensity strategy achieving chosen intra-technique transferability level for logistic regression

Language: Python - Size: 76.2 KB - Last synced: 12 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 2

dykang/adventure

code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "

Language: Python - Size: 250 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 16 - Forks: 2

kjunelee/WINN

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

Language: Jupyter Notebook - Size: 250 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 61 - Forks: 20

AngusG/tflite-android-black-box-attacks

Language: Java - Size: 26.5 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 1

SasankYadati/Adversarial-Attacks-in-Machine-Learning

A brief study on Adversarial Attacks and python scripts to generate and study them.

Language: Python - Size: 88.8 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

jsikyoon/nips17_adv_attack

Tensorflow Implementation of adversarial learning based adversarial example generator

Language: Python - Size: 7.63 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 9 - Forks: 1

savan77/Generating-Adversarial-Examples-with-PyTorch

Generating Adversarial Examples using PyTorch

Language: Jupyter Notebook - Size: 24.6 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 1

rzhangpku/DBA

Source code for ESORICS 2020 paper "Detection by attack: Detecting adversarial samples by undercover attack"

Language: Python - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

yurayli/nn-visualization

saliency map, adversarial image, (gradient) class activation map

Language: Jupyter Notebook - Size: 12.3 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

chawins/dknn_attack

Demonstrate attacks on kNN and Deep kNN

Language: Jupyter Notebook - Size: 353 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 2 - Forks: 4

mbs0221/Adversarial-DL

adversarial deep learning

Size: 3.91 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 2

alvinwan/tricking-neural-networks

Fooling a neural network with adversarial examples

Language: Python - Size: 769 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 2

Framartin/adv_ex_xss

Language: Python - Size: 1.02 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 1

TLMichael/Graguation-Project

Improving the robust generalization of adversarial training. Graduation Project, NUAA.

Language: TeX - Size: 3.67 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

Aelvangunduz/adversarial_attacks

Exploring compression based defenses against adversarial attacks.

Language: Python - Size: 141 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

amarion35/partenarial_explainer

An interpretability method for XGBoost and fault detection models

Language: Jupyter Notebook - Size: 266 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

dj-shin/robust-dl

Adversarial example and defense

Language: Python - Size: 30.3 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

filippocastelli/adversarial_examples_tutorial-tensorflow

Generazione di Immagini Avversariali in Tensorflow

Language: HTML - Size: 7.79 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

emergingtechpolicy/AdversarialTracker

Tracking the research progress of publicly-known adversarial attacks on machine learning, and their corresponding defences.

Size: 2.93 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 1 - Forks: 1

abekoh/adversarial_character

Make adversarial images of characters

Language: Python - Size: 24.4 KB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0