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23 repositories

robustness-congruent-advtrain
Public
regression-testing adversarial-examples adversarial-robustness model-update
Python
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GNU General Public License v3.0
•0•1•0•0•Updated May 25, 2025May 25, 2025
transfer-bench
Public
Repository for the evaluation of the transferabiilty of adversarial examples.
Python
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Other
•0•0•1•0•Updated May 19, 2025May 19, 2025
RAID
Public
Source code for the paper "RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors"
Python
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MIT License
•0•0•0•0•Updated May 16, 2025May 16, 2025
modsec-advlearn
Public
Experiments for paper ModSec-AdvLearn: Countering Adversarial SQL Injections with Robust Machine Learning
Python
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MIT License
•1•6•0•0•Updated May 14, 2025May 14, 2025
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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MIT License
•51•220•12•2•Updated Apr 15, 2025Apr 15, 2025
modsec-learn
Public
Experiments for paper ModSec-Learn: Boosting ModSecurity with Machine Learning
Python
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MIT License
•3•7•0•0•Updated Mar 25, 2025Mar 25, 2025
secml-torch
Public
SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models
Python
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MIT License
•7•51•8•4•Updated Mar 7, 2025Mar 7, 2025
elsa-cybersecurity
Public
Official repository for the Cybersecurity Use Case of ELSA EU Project
Python
•3•6•0•0•Updated Feb 28, 2025Feb 28, 2025
android-detectors
Public
End-to-end implementation of ML-based Android malware detectors.
Python
•5•10•0•0•Updated Feb 28, 2025Feb 28, 2025
AdversarialPruningBenchmark
Public
Python
•1•13•0•0•Updated Feb 3, 2025Feb 3, 2025
UncertaintyAdversarialRobustness
Public
Public repository for the reprudocibility of the paper
Python
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MIT License
•0•0•0•0•Updated Jan 31, 2025Jan 31, 2025
HO-FMN
Public
Jupyter Notebook
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MIT License
•0•10•0•0•Updated Jan 29, 2025Jan 29, 2025
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
•26•176•7•1•Updated Jan 24, 2025Jan 24, 2025
overparam-adv
Public
Python
•0•0•0•0•Updated Jan 20, 2025Jan 20, 2025
modsec-learn-dataset
Public
Dataset used for paper: Boosting ModSecurity with Machine Learning
Python
•0•2•0•0•Updated Sep 23, 2024Sep 23, 2024
mlsec
Public
MLSec Laboratory
SCSS
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MIT License
•0•1•0•0•Updated Jun 26, 2024Jun 26, 2024
ImageNet-Patch
Public
Jupyter Notebook
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GNU General Public License v3.0
•10•40•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•19•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
•141•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