dangeng / Simple_Adversarial_Examples
Repo of simple adversarial examples on vanilla neural networks trained on MNIST
☆121Updated 4 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
- Countering Adversarial Image using Input Transformations.☆496Updated 3 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 7 years ago
- VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo☆130Updated last year
- A curated list of awesome resources for adversarial examples in deep learning☆265Updated 4 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆239Updated 5 years ago
- Crafting adversarial images☆223Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- ☆246Updated 6 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆117Updated 6 years ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆255Updated 4 years ago
- Pytorch implementation of convolutional neural network adversarial attack techniques☆356Updated 6 years ago
- Implementation of Papers on Adversarial Examples☆395Updated 2 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Tensorflow Implementation of Adversarial Attack to Capsule Networks☆172Updated 7 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆70Updated 6 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆225Updated 5 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆163Updated 5 years ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆170Updated 3 years ago
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆177Updated 3 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆235Updated 7 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆187Updated 4 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- Generating Natural Adversarial Examples, ICLR 2018☆144Updated 6 years ago
- Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge☆330Updated 4 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆385Updated 3 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆86Updated 7 years ago
- Data independent universal adversarial perturbations☆61Updated 5 years ago