Projects in Awesome Lists tagged with fgsm-attack
A curated list of projects in awesome lists tagged with fgsm-attack .
https://github.com/seungjaelim/machine_learning_security
Individual Study in Computer Architecture and Systems Laboratory (CASYS) with Prof.Jaehyuk Huh in 2021 Summer
deepsniffer eyeriss fgsm-attack gemmini slalom steal-ml tpu
Last synced: 21 Jul 2025
https://github.com/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
Last synced: 01 Apr 2025
https://github.com/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
Last synced: 18 Apr 2026
https://github.com/wahid234/adversarial-attack-on-cifar-10
This project demonstrates adversarial attacks on deep neural networks trained on the CIFAR-10 dataset
Last synced: 16 May 2025
https://github.com/rutujaingole/jailbreaking-deep-models
This repository contains the codebase for Jailbreaking Deep Models, which investigates the vulnerability of deep convolutional neural networks to adversarial attacks. The project systematically implements and analyzes Fast Gradient Sign Method (FGSM), Projected Gradient Descent (PGD), and localized patch-based attacks on the pretrained
adversarial-attacks deep-learning densenet121 fgsm-attack imagenet-classifier jailbreak machine-learning numpy patch-based-attack pgd-adversarial-attacks torch
Last synced: 14 May 2026
