pixel-attack

Here are 3 public repositories matching this topic...

aaaastark / adversarial-network-attack-noise-on-mnist-dataset-pytorch

Adversarial Network Attacks (PGD, pixel, FGSM) Noise on MNIST Images Dataset using Python (Pytorch)

python machine-learning time deep-learning numpy torch pytorch mnist mnist-dataset matplotlib adversarial-networks cv2 skimage adversarial-attacks torchvision pixel-attack fgsm-attack pgd-attack

Updated Jun 29, 2022

drexpp / Adversarial-examples-One-pixel-attack

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Crafting adversarial examples with one pixel attack

neural-network convolutional-neural-networks adversarial-search adversarial-examples adversarial-attacks pixel-attack one-pixel-attack

Updated Mar 24, 2023
Jupyter Notebook

shashankkotyan / DualQualityAssessment

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This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"

deep-neural-networks deep-learning neural-network paper differential-evolution adversarial-search evolutionary-algorithm robustness cmaes adversarial-machine-learning adversarial-defence adversarial-attack pixel-attack robustness-verification robustness-experiments threshold-attack dual-quality-assessment robustness-assessment danilo-vasconcellos-vargas shashank-kotyan

Updated Dec 17, 2023
Python

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