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    18 repositories

    • secml_malware

      Public
      Create adversarial attacks against machine learning Windows malware detectors
      securitymachine-learningattackinfosecadversarial-machine-learningpython
      Python
      •
      MIT License
      •46•208•9•1•Updated Dec 10, 2024Dec 10, 2024

    • modsec-advlearn

      Public
      Experiments for paper ModSec-AdvLearn: Countering Adversarial SQL Injections with Robust Machine Learning
      Python
      •
      MIT License
      •0•2•0•0•Updated Dec 5, 2024Dec 5, 2024

    • AdversarialPruningBenchmark

      Public
      Python
      •1•12•0•0•Updated Nov 29, 2024Nov 29, 2024

    • secml

      Public
      A Python library for Secure and Explainable Machine Learning
      pythonsecurityalgorithmstensorflowpython-libraryartificial-intelligencesparse-dataneural-networksmatplotlibinterpretability
      Jupyter Notebook
      •
      Apache License 2.0
      •25•160•7•1•Updated Nov 11, 2024Nov 11, 2024

    • secml-torch

      Public
      SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models
      Python
      •
      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

    • android-detectors

      Public
      End-to-end implementation of ML-based Android malware detectors.
      Python
      •5•7•0•0•Updated Sep 3, 2024Sep 3, 2024

    • mlsec

      Public
      MLSec Laboratory
      SCSS
      •
      MIT License
      •0•1•0•0•Updated Jun 26, 2024Jun 26, 2024

    • HO-FMN

      Public
      Jupyter Notebook
      •0•10•0•0•Updated May 20, 2024May 20, 2024

    • modsec-learn

      Public
      Experiments for paper ModSec-Learn: Boosting ModSecurity with Machine Learning
      Python
      •
      MIT License
      •2•6•0•0•Updated Apr 12, 2024Apr 12, 2024

    • ImageNet-Patch

      Public
      Jupyter Notebook
      •
      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
      •
      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
      •
      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
      •
      MIT License
      •4•25•0•0•Updated Mar 16, 2022Mar 16, 2022

    • pandavision

      Public
      Security evaluation module with onnx, pytorch, and SecML.
      Python
      •
      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
      •
      MIT License
      •131•0•0•0•Updated Jun 25, 2021Jun 25, 2021

    • secml-zoo

      Public
      SecML models and databases zoo.
      pythonsecuritymachine-learningmodelspytorchdatasetspretrained
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Jun 4, 2021Jun 4, 2021