deepfool

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thu-ml / ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd

Updated Oct 15, 2023
Python

poloclub / jpeg-defense

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SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

security deep-learning attack tensorflow paper intel dnn shield defense georgia-tech vaccination adversarial-machine-learning imagenet-dataset fgsm video-demo jpeg-compression carlini-wagner i-fgsm deepfool

Updated Mar 24, 2023
Python

lepoeme20 / Adversarial-Attacks

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Reproduce multiple adversarial attack methods

pgd python3 pytorch cw adversarial-examples fgsm adversarial-attacks deepfool

Updated May 5, 2020
Python

gralliry / Adversarial-Attack-Generation-Techniques

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Adversarial attack generation techniques for CIFAR10 based on Pytorch: L-BFGS, FGSM, I-FGSM, MI-FGSM, DeepFool, C&W, JSMA, ONE-PIXEL, UPSET

deep-learning neural-network pytorch gan cw upset fgsm deepfool jsma one-pixel

Updated Sep 13, 2025
Python

n0mi1k / perturbify

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A Tensorflow adversarial machine learning attack toolkit to add perturbations and cause image recognition models to misclassify an image

tensorflow adversarial-machine-learning fgsm adversarial-attacks deepfool

Updated Aug 31, 2023
Python

furedea / revisiting-pgd-evaluation

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Bachelor's thesis code revisiting PGD robustness evaluation through misclassification speed, comparing random, DeepFool, and multi-DeepFool initializations (TensorFlow 1.15).

python tensorflow pgd adversarial-attacks deepfool adversarial-robustness

Updated Oct 14, 2026
Python

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