fgsm-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

JuoTungChen / Adversarial_attacks_DCNN

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This repository contains the implementation of three adversarial example attacks including FGSM, noise, semantic attack and a defensive distillation approach to defense against the FGSM attack.

neural-network googlenet defense distillation adversarial-attacks fgsm-attack semantic-attack noise-attack

Updated Nov 8, 2022
Python

GeorgeMLP / adversarial-attacks

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

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

Updated Aug 25, 2021
Python

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

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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

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

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"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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fgsm-attack

Here are 5 public repositories matching this topic...

fanghenshaometeor / vanilla-adversarial-training

JuoTungChen / Adversarial_attacks_DCNN

GeorgeMLP / adversarial-attacks

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

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

Improve this page

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