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adversarial-machine-learning

Here are 163 public repositories matching this topic...

fawkes

Shawn-Shan / fawkes

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Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

face-recognition privacy-enhancing-technologies privacy-protection adversarial-machine-learning

Updated Aug 5, 2020
Python

Trusted-AI / adversarial-robustness-toolbox

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Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

python deep-neural-networks attack scikit-learn extraction artificial-intelligence xgboost lightgbm logistic-regression support-vector-machine decision-trees ibm-research poisoning adversarial-machine-learning catboost ibm-research-ai gradient-boosted-trees defense-methods codait trusted-ai

Updated Aug 6, 2020
Python

QData / TextAttack

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TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

nlp security machine-learning natural-language-processing data-augmentation adversarial-machine-learning adversarial-examples adversarial-attacks

Updated Aug 6, 2020
Python

BorealisAI / advertorch

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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 Jul 21, 2020
Jupyter Notebook

akanimax / T2F

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T2F: text to face generation using Deep Learning

generative-adversarial-network gan text-to-image adversarial-machine-learning progressively-growing-gan

Updated May 8, 2019
Python

akanimax / pro_gan_pytorch

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ProGAN package implemented as an extension of PyTorch nn.Module

pytorch gan convolutional-neural-network adversarial-machine-learning progressive-growing-of-gans

Updated Jul 4, 2020
Python

safe-graph / graph-adversarial-learning-literature

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A curated list of adversarial attacks and defenses papers on graph-structured data.

security machine-learning data-mining deep-learning graph-algorithms survey awesome-list graph-data graph-attack literature-review adversarial-machine-learning adversarial-attacks

Updated Aug 6, 2020

locuslab / smoothing

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Provable adversarial robustness at ImageNet scale

adversarial-machine-learning

Updated May 20, 2019
Python

Hadisalman / smoothing-adversarial

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Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

deep-neural-networks adversarial-machine-learning adversarial-defense

Updated Nov 9, 2019
Python

akanimax / msg-gan-v1

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MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

machine-learning deep-learning gan celeba adversarial-machine-learning msg-gan

Updated Apr 12, 2020
Python

ashafahi / free_adv_train

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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

jxwuyi / AtNRE

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Adversarial Training for Neural Relation Extraction

tensorflow-experiments nlp-machine-learning relation-extraction adversarial-machine-learning

Updated Jun 3, 2018
Python

shangtse / robust-physical-attack

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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

nebula-beta / torchadver

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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

bogdan-kulynych / textfool

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Plausible looking adversarial examples for text classification

machine-learning deep-learning adversarial-machine-learning adversarial-samples

Updated Dec 16, 2018
Python

iArunava / scratchai

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scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

machine-learning ai computer-vision deep-learning python3 pytorch artificial-intelligence adversarial-machine-learning adversarial-attacks

Updated Aug 3, 2020
Python

poloclub / jpeg-defense

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SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

security deep-learning attack tensorflow paper intel dnn shield defense georgia-tech vaccination adversarial-machine-learning imagenet-dataset fgsm video-demo jpeg-compression carlini-wagner i-fgsm deepfool

Updated Nov 27, 2018
Python

airalcorn2 / strike-with-a-pose

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A simple GUI tool for generating adversarial poses of objects.

machine-learning computer-vision deep-learning neural-networks adversarial-machine-learning

Updated Feb 4, 2020
Python

iamaaditya / pixel-deflection

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Deflecting Adversarial Attacks with Pixel Deflection

deep-learning adversarial-machine-learning adversarial-example

Updated Jun 21, 2018
Jupyter Notebook

thu-ml / realsafe

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A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd

Updated Jul 15, 2020
Python

ALFA-group / robust-adv-malware-detection

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Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"

deep-learning optimization malware cybersecurity adversarial-networks adversarial-machine-learning saddlepoint-approximation binary-encoded

Updated Aug 31, 2018
Python

spring-epfl / mia

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A library for running membership inference attacks against ML models

machine-learning privacy adversarial-machine-learning

Updated Nov 30, 2019
Python

moohax / Proof-Pudding

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Copy cat model for Proofpoint

proofpoint adversarial-machine-learning adversarial-attacks offensive-machine-learning

Updated Apr 30, 2020
Python

perceptron-benchmark

advboxes / perceptron-benchmark

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Robustness benchmark for DNN models.

security benchmarking adversarial-machine-learning

Updated Aug 6, 2020
Python

enry12 / adversarial_training_methods

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Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

tensorflow glove rnn-tensorflow adversarial-machine-learning

Updated May 9, 2018
Jupyter Notebook

Haichao-Zhang / FeatureScatter

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Feature Scattering Adversarial Training

defense adversarial-machine-learning adversarial-training adversarial-robustness feature-scattering

Updated Feb 18, 2020
Python

val-iisc / GD-UAP

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Generalized Data-free Universal Adversarial Perturbations

machine-learning deep-learning optimization artificial-intelligence classification segmentation depth-estimation adversarial-machine-learning universal-adversarial-perturbations adversarial-attacks gd-uap

Updated Oct 5, 2018
Python

akanimax / pro_gan_pytorch-examples

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Examples trained using the python pytorch package pro-gan-pth

pytorch gan convolutional-neural-networks adversarial-machine-learning progressive-growing-of-gans

Updated Jan 31, 2019
Python

spring-epfl / trickster

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Library and experiments for attacking machine learning in discrete domains

machine-learning graph-algorithms adversarial-machine-learning

Updated Mar 31, 2020
Jupyter Notebook

AvalZ / waf-a-mole

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A guided mutation-based fuzzer for ML-based Web Application Firewalls

machine-learning web web-security web-application-firewall adversarial-machine-learning

Updated May 26, 2020
Python

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