dangeng / Simple_Adversarial_Examples
Repo of simple adversarial examples on vanilla neural networks trained on MNIST
☆121Updated 5 years ago
Alternatives and similar repositories for Simple_Adversarial_Examples
Users that are interested in Simple_Adversarial_Examples are comparing it to the libraries listed below
Sorting:
- VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo☆130Updated 2 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 7 years ago
- Countering Adversarial Image using Input Transformations.☆497Updated 3 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆239Updated 5 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆117Updated 6 years ago
- Crafting adversarial images☆223Updated 6 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆109Updated 7 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆86Updated 7 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆164Updated 5 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆226Updated 5 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆178Updated 3 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆264Updated 4 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- ☆28Updated 7 years ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆255Updated 4 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆187Updated 4 years ago
- Tensorflow Implementation of Adversarial Attack to Capsule Networks☆172Updated 7 years ago
- ☆245Updated 6 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- Interfaces for defining Robust ML models and precisely specifying the threat models under which they claim to be secure.☆62Updated 5 years ago
- Pytorch implementation of convolutional neural network adversarial attack techniques☆357Updated 6 years ago
- Implementation of Papers on Adversarial Examples☆396Updated 2 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- PyTorch implementation of adversarial patch☆215Updated 3 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 6 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆236Updated 7 years ago