i-fgsm

There are 1 repository under i-fgsm topic.

poloclub / jpeg-defense
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
jpeg-compression deep-learning vaccination paper shield video-demo defense adversarial-machine-learning security tensorflow imagenet-dataset carlini-wagner fgsm i-fgsm deepfool dnn attack intel georgia-tech
Language:Python 82
nikhitmago / adversarial-attacks-cnn
Implementing white box adversarial attacks on parameters and architecture of CNN in PyTorch
cnn pytorch deep-learning adversarial-attacks fgsm i-fgsm computer-vision
Language:Jupyter Notebook 4
Rubinjo / adversarial-nn
cnn attack defence fgsm i-fgsm mi-fgsm spatial-smoothing resize padding
Language:Jupyter Notebook 0
aniket414 / adversarial-attack-defense
This repository contains the implementation of two adversarial example attack methods FGSM, IFGSM and one Input Transformation defense mechanism against all attacks using Imagenet dataset.
adversarial-attacks convnext fgsm i-fgsm imagenette pytorch
Language:Jupyter Notebook

poloclub / jpeg-defense