jasonicarter / MNIST-adversarial-images
Create adversarial images to fool a MNIST classifier in TensorFlow
☆14Updated 7 years ago
Alternatives and similar repositories for MNIST-adversarial-images:
Users that are interested in MNIST-adversarial-images are comparing it to the libraries listed below
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 7 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆109Updated 7 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Crafting adversarial images☆223Updated 6 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- ☆28Updated 7 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 7 years ago
- Tensorflow Implementation of Adversarial Attack to Capsule Networks☆172Updated 7 years ago
- Tensorflow implementation of Our APE-GAN☆23Updated 7 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆117Updated 6 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆178Updated 3 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆71Updated 6 years ago
- It turns out that adversarial and clean data are not twins, not at all.☆19Updated 8 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆236Updated 7 years ago
- NIPS Adversarial Vision Challenge☆41Updated 6 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” …☆21Updated 6 years ago
- VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo☆131Updated 2 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆74Updated 6 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 7 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆86Updated 7 years ago
- A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.☆70Updated 7 years ago
- Repo of simple adversarial examples on vanilla neural networks trained on MNIST☆121Updated 5 years ago
- AAAI 2019 oral presentation☆50Updated 3 weeks ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆239Updated 5 years ago
- Related materials for robust and explainable machine learning☆48Updated 7 years ago