PRALab

PRALab - Pattern Recognition and Applications Lab, University of Cagliari, Italy

secml Public
A Python library for Secure and Explainable Machine Learning

Jupyter Notebook 81 Apache-2.0 13 2 (1 issue needs help) 0 Updated Oct 2, 2022
mlsec Public
MLSec Laboratory

JavaScript 0 0 0 0 Updated Sep 27, 2022
ImageNet-Patch Public

Jupyter Notebook 26 GPL-3.0 6 0 0 Updated Aug 22, 2022
secml_malware Public
Create adversarial attacks against machine learning Windows malware detectors

Python 136 GPL-3.0 24 7 (5 issues need help) 0 Updated Aug 19, 2022
IndicatorsOfAttackFailure Public
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples

Python 14 GPL-3.0 3 0 0 Updated May 23, 2022
Fast-Minimum-Norm-FMN-Attack Public
Foolbox implementation for NeurIPS 2021 Paper: "Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints".

Jupyter Notebook 14 MIT 2 0 0 Updated Mar 16, 2022
toucanstrike Public
Command line tool for launching attacks against Machine Learning Malware detectors.

Python 6 GPL-3.0 0 1 (1 issue needs help) 0 Updated Jan 25, 2022
pandavision Public
Security evaluation module with onnx, pytorch, and SecML.

Python 1 MIT 2 0 0 Updated Nov 15, 2021
counterfit Public
a CLI that provides a generic automation layer for assessing the security of ML models

Python 0 MIT 87 0 0 Updated Jun 25, 2021
secml-zoo Public
SecML models and databases zoo.

Python 2 Apache-2.0 0 0 0 Updated Jun 4, 2021

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