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pgd-attack

Here are 5 public repositories matching this topic...

fanghenshaometeor / vanilla-adversarial-training

vanilla training and adversarial training in PyTorch

deep-learning pytorch vgg cifar10 wideresnet cifar100 adversarial-training adversarial-attack vanilla-training fgsm-attack pgd-attack

Updated Feb 19, 2022
Python

Vamsi-Dath / Adversarial-Attacks-on-Deep-Learning-Models

Exploring the concept of "adversarial attacks" on deep learning models, specifically focusing on image classification using PyTorch. Implementing and demonstrating the Fast Gradient Sign Method (FGSM) and Projected Gradient Descent (PGD) attacks against a Convolutional Neural Network (CNN) and a Recurrent Neural Network (RNN) trained on the MNIST.

python deep-learning adversarial-attacks adversarial-training gradient-masks fgsm-attack pgd-attack

Updated Apr 27, 2025
Python

GeorgeMLP / adversarial-attacks

Implementations for several white-box and black-box attacks.

adversarial-attacks cw-attack zoo-attack fgsm-attack pgd-attack

Updated Aug 25, 2021
Python

Kahsolt / Retreaval-based-Adversarial-Defense

Adversarial defense by retreaval-based methods

image-classification adversarial-defense pgd-attack retreaval-based

Updated Jan 25, 2025
Python

Inpyo-Hong / Knowledge-distillation-vulnerability-of-DeiT-through-CNN-adversarial-attack

"Neural Computing and Applications" Published Paper (2023)

knowledge-distillation adversarial-attacks deit fgsm-attack pgd-attack

Updated Nov 28, 2024
Python

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