pgd-attack

There are 0 repository under pgd-attack topic.

hammaad2002 / ASRAdversarialAttacks
An ASR (Automatic Speech Recognition) adversarial attack repository.
adversarial-attacks adversarial-machine-learning asr carlini-wagner carlini-wagner-attack fgsm-attack pgd-adversarial-attacks pgd-attack projected-gradient-desent wav2vec2 huggingface huggingface-library huggingface-transformer huggingface-transformers transformers transformers-library transformers-model transformers-models
Language:Jupyter Notebook 31
fanghenshaometeor / vanilla-adversarial-training
vanilla training and adversarial training in PyTorch
vanilla-training adversarial-attack adversarial-training fgsm-attack pgd-attack pytorch vgg wideresnet cifar10 cifar100 deep-learning
Language:Python 9
deepmancer / adversarial-attacks-robustness
Evaluating CNN robustness against various adversarial attacks, including FGSM and PGD.
adversarial-attacks cnn deep-learning fgsm-attack notebook pgd-adversarial-attacks pgd-attack pytorch robustness targetted-attacks
Language:Jupyter Notebook 4
abhijitpal1247 / Projected-Gradient-Descent-with-CIFAR10
Implementation of PGD attack on a model trained on cifar10 dataset in TensorFlow. Also, FID between original images and generated images has been calculated.
adversarial-attacks pgd-attack tensorflow tensorflow2
Language:Jupyter Notebook 3
Shreyasi2002 / Adversarial_Attack_Defense
This work is based on enhancing the robustness of targeted classifier models against adversarial attacks. To achieve this, a convolutional autoencoder-based approach is employed that effectively counters adversarial perturbations introduced to the input images.
adversarial-attacks autoencoder classification cnn deep-neural-networks defense fgsm-attack pgd-attack vgg16
Language:Jupyter Notebook 3
aaaastark / adversarial-network-attack-noise-on-mnist-dataset-pytorch
Adversarial Network Attacks (PGD, pixel, FGSM) Noise on MNIST Images Dataset using Python (Pytorch)
adversarial-attacks adversarial-networks cv2 deep-learning fgsm-attack machine-learning matplotlib mnist mnist-dataset numpy pgd-attack pixel-attack python pytorch skimage time torch torchvision
2
ericyoc / adversarial-defense-cnn-poc
A classical or convolutional neural network model with adversarial defense protection
adversarial-attacks adversarial-training ai carlini-wagner-attack convolutional-neural-network fgsm-attack ml pgd-attack adversarial-examples white-box-attacks emnist-digits mnist-handwriting-recognition
Language:Jupyter Notebook 2
GeorgeMLP / adversarial-attacks
Implementations for several white-box and black-box attacks.
adversarial-attacks cw-attack fgsm-attack pgd-attack zoo-attack
Language:Python 1
arushi2509 / Defense-Mechanisms-Against-Adversarial-Attacks-in-Computer-Vision-
Developed robust image classification models to prevent the effect of adversarial attacks
adversarial-attacks carlini-wagner-attack cifar-10 defense-mechanism fgsm-attack gaussian-noise pgd-attack resnet-18
Language:Jupyter Notebook 0
adversarial-defense-hnn-poc
ericyoc / adversarial-defense-hnn-poc
A classical-quantum or hybrid neural network with adversarial defense protection
adversarial-attacks adversarial-training ai cirq emnist-digits ml mnist-classification quantum-circuit adversarial-examples carlini-wagner-attack fgsm-attack mnist-handwriting-recognition pgd-attack
Language:Jupyter Notebook 0
Inpyo-Hong / Knowledge-distillation-vulnerability-of-DeiT-through-CNN-adversarial-attack
"Neural Computing and Applications" Published Paper (2023)
adversarial-attacks deit fgsm-attack knowledge-distillation pgd-attack
Language:Python 0
Kahsolt / Retreaval-based-Adversarial-Defense
Adversarial defense by retreaval-based methods
adversarial-defense image-classification pgd-attack retreaval-based
Language:Python 0