deepfool

Here are 13 public repositories matching this topic...

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.

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

Updated Feb 15, 2023
Jupyter Notebook

thu-ml / ares

Star

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 Oct 15, 2023
Python

poloclub / jpeg-defense

Star

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 Mar 24, 2023
Python

lepoeme20 / Adversarial-Attacks

Star

Reproduce multiple adversarial attack methods

pgd python3 pytorch cw adversarial-examples fgsm adversarial-attacks deepfool

Updated May 5, 2020
Python

Dawn-David / DeepFool_MNIST

Star

Based on Pytorch, the Adversarial Attack algorithm DeepFool, targeting the Mnist data set and ResNet18 network

pytorch mnist adversarial deepfool

Updated Jul 28, 2020
Jupyter Notebook

aminul-huq / DeepFool

Star

PyTorch implementation of DeepFool adversarial attack.

pretrained-models imagenet-classifier adversarial-machine-learning adversarial-attacks deepfool

Updated Apr 17, 2020
Jupyter Notebook

gralliry / Adversarial-Attack-Generation-Techniques

Star

Adversarial attack generation techniques for CIFAR10 based on Pytorch: L-BFGS, FGSM, I-FGSM, MI-FGSM, DeepFool, C&W, JSMA, ONE-PIXEL, UPSET

deep-learning neural-network pytorch gan cw upset fgsm deepfool jsma one-pixel

Updated May 8, 2025
Python

lokender / REGroup

Star

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

machine-learning pgd classification robust ensemble resnet adversarial vgg19 cifar10 adversarial-machine-learning adversarial-attacks deepfool borda-count robust-machine-learning benign robust-estimation robust-statistics regroup robust-predictions

Updated Nov 25, 2021
Jupyter Notebook

n0mi1k / perturbify

Star

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

tensorflow adversarial-machine-learning fgsm adversarial-attacks deepfool

Updated Aug 31, 2023
Python

vinuthags / adversarial_attack

Star

Adversarial Attacks on MNIST

tensorflow cnn lbfgs fgsm deepfool

Updated Nov 8, 2022
Jupyter Notebook

rbinzhang / DeepFool

Star

A simple and accurate method to fool deep neural networks（这个是deepfool作者贡献的代码）

deepfool

Updated Mar 31, 2020
MATLAB

ACM40960 / project-21200461

Star

Adversarial Attacks on Image data

deep-neural-networks computer-vision keras lbfgs adversarial-attacks deepfool tensorflow2 fgsm-attack

Updated Jul 31, 2022
Jupyter Notebook

alejandromorislara / Environmental-Sound-Classification-with-Deep-Learning-a-Deepfool-Approach

Star

This repository implements deep learning models (CNNs, RNNs, and CRNNs) for classifying environmental sounds using spectral features like MFCCs and Mel spectrograms. It includes data preprocessing, model training, and evaluation, optimized for datasets like UrbanSound8K.

deep-learning audio-processing deepfool

Updated Dec 3, 2024
Jupyter Notebook

Improve this page

Add a description, image, and links to the deepfool topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the deepfool topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

deepfool

Here are 13 public repositories matching this topic...

advboxes / AdvBox

thu-ml / ares

poloclub / jpeg-defense

lepoeme20 / Adversarial-Attacks

Dawn-David / DeepFool_MNIST

aminul-huq / DeepFool

gralliry / Adversarial-Attack-Generation-Techniques

lokender / REGroup

n0mi1k / perturbify

vinuthags / adversarial_attack

rbinzhang / DeepFool

ACM40960 / project-21200461

alejandromorislara / Environmental-Sound-Classification-with-Deep-Learning-a-Deepfool-Approach

Improve this page

Add this topic to your repo