Scientific Software
Updated 10 months ago
Foolbox Native
Foolbox Native: Fast adversarial attacks to benchmark the robustness of machine learning models in PyTorch, TensorFlow, and JAX - Published in JOSS (2020)
Mathematics
Scientific Software · Peer-reviewed
Updated 10 months ago
https://github.com/bethgelab/adversarial-vision-challenge
NIPS Adversarial Vision Challenge
Updated 10 months ago
AdvBox
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
Updated 10 months ago
robusttrees
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
Updated 10 months ago
https://github.com/bhavya01/demo-fgsm
This repository is a demo of the fast gradient sign method for generating adversarial examples
Updated 10 months ago
adv-lib
Library containing PyTorch implementations of various adversarial attacks and resources