QData / AdversarialDNN-Playground
VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
☆130Updated 2 years ago
Alternatives and similar repositories for AdversarialDNN-Playground
Users that are interested in AdversarialDNN-Playground are comparing it to the libraries listed below
Sorting:
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- Countering Adversarial Image using Input Transformations.☆497Updated 3 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 7 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
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆96Updated 4 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
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆239Updated 5 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆264Updated 4 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆164Updated 5 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆236Updated 7 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆71Updated 6 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 6 years ago
- AAAI 2019 oral presentation☆50Updated 3 weeks 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
- Public repo for transferability ICLR 2017 paper☆52Updated 6 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 7 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆123Updated 4 years ago
- ☆79Updated 5 years ago
- ☆245Updated 6 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆98Updated 6 years ago
- A simple and accurate method to fool deep neural networks☆363Updated 5 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- Repo of simple adversarial examples on vanilla neural networks trained on MNIST☆121Updated 5 years ago