Hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

/ 100

Emerging

1,232 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 0 / 25

Adoption 10 / 25

Maturity 9 / 25

Community 24 / 25

Stars

1,232

Forks

215

Language

Jupyter Notebook

License

MIT

Category

Last pushed

Apr 24, 2024

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Hyperparticle/one-pixel-attack-keras"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

cleverhans-lab/cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion,...

bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

DSE-MSU/DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs