Popular GitHub Repositories for Deepfool

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.

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

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

Reproduce multiple adversarial attack methods

PyTorch implementation of DeepFool adversarial attack.

Official implementation of the paper: "REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions", IEEE WACV, 2022

A Tensorflow adversarial machine learning attack toolkit to add perturbations and cause image recognition models to misclassify an image

Project repo for UWaterloo graduate course - ECE653. It involves comparing robustness, implementing new GAN based attack and extending CleverHans library with DeepFool attack.

CIFAR 10 ADVERSARIAL SAMPLES

Adversarial Attacks on Image data