PyArmour
Zero-configuration adversarial robustness testing for ML models using pytest.
Installation
pip install pyarmour
Quick Start
Decorator Usage
import pytest
from pyarmour import adversarial_test
@adversarial_test(model, attacks=["fgsm", "pgd"], epsilons=[0.03, 0.1])
def test_my_model(model, x, y):
assert model(x).argmax() == y
CLI Usage
pyarmour run --model-path model.pth --data-path test_data/ --output report.html
Features
- Zero-configuration adversarial testing via pytest
- Pure NumPy implementation - no framework dependencies
- Built-in attacks: FGSM, PGD, DeepFool
- Visual diagnostics for vision models
- Text diff reports for NLP models
Documentation
Full documentation available at pyarmour.readthedocs.io
1 maintainer
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