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17 repositories

secml
Public
A Python library for Secure and Explainable Machine Learning
python security algorithms tensorflow python-library artificial-intelligence sparse-data neural-networks matplotlib interpretability
Jupyter Notebook
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Apache License 2.0
•25•154•7•1•Updated Nov 11, 2024Nov 11, 2024
secml-torch
Public
SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models
Python
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MIT License
•4•35•7•1•Updated Nov 2, 2024Nov 2, 2024
elsa-cybersecurity
Public
Official repository for the Cybersecurity Use Case of ELSA EU Project
Python
•1•5•1•0•Updated Oct 18, 2024Oct 18, 2024
modsec-learn-dataset
Public
Dataset used for paper: Boosting ModSecurity with Machine Learning
Python
•0•1•0•0•Updated Sep 23, 2024Sep 23, 2024
AdversarialPruningBenchmark
Public
Python
•1•10•0•0•Updated Sep 5, 2024Sep 5, 2024
android-detectors
Public
End-to-end implementation of ML-based Android malware detectors.
Python
•5•7•0•0•Updated Sep 3, 2024Sep 3, 2024
secml_malware
Public
Create adversarial attacks against machine learning Windows malware detectors
security machine-learning attack infosec adversarial-machine-learning python
Python
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GNU General Public License v3.0
•46•207•10•1•Updated Jul 16, 2024Jul 16, 2024
mlsec
Public
MLSec Laboratory
SCSS
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MIT License
•0•1•0•0•Updated Jun 26, 2024Jun 26, 2024
HO-FMN
Public
Jupyter Notebook
•0•9•0•0•Updated May 20, 2024May 20, 2024
modsec-learn
Public
Experiments for paper ModSec-Learn: Boosting ModSecurity with Machine Learning
Python
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MIT License
•2•6•0•0•Updated Apr 12, 2024Apr 12, 2024
ImageNet-Patch
Public
Jupyter Notebook
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GNU General Public License v3.0
•8•38•1•0•Updated Jan 25, 2024Jan 25, 2024
toucanstrike
Public
Command line tool for launching attacks against Machine Learning Malware detectors.
Python
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GNU General Public License v3.0
•4•17•1•1•Updated Jun 18, 2023Jun 18, 2023
IndicatorsOfAttackFailure
Public
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
Python
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GNU General Public License v3.0
•4•18•0•0•Updated May 23, 2022May 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
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MIT License
•4•25•0•0•Updated Mar 16, 2022Mar 16, 2022
pandavision
Public
Security evaluation module with onnx, pytorch, and SecML.
Python
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MIT License
•2•1•0•0•Updated Nov 15, 2021Nov 15, 2021
counterfit
Public
a CLI that provides a generic automation layer for assessing the security of ML models
Python
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MIT License
•129•0•0•0•Updated Jun 25, 2021Jun 25, 2021
secml-zoo
Public
SecML models and databases zoo.
python security machine-learning models pytorch datasets pretrained
Python
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Apache License 2.0
•0•3•0•0•Updated Jun 4, 2021Jun 4, 2021