Metadata-Version: 2.1
Name: dtox
Version: 0.1.0
Summary: TODO
Home-page: https://github.com/KakaoBrain
Author: KakaoBrain
Author-email: kwk236@nyu.edu
License: MIT License
Description: 
        .. raw:: html
        
           <div align="center">
        
        .. raw:: html
        
           </div>
        
        Intro
        -----
        
        **Detox** is an open source software library for machine learning
        security. It contains tools for adversarial example generation and
        provides a framework for building new types of attack methods.
        
        Currently in the dev stage.
        
        Attacks
        -------
        
        Available attack algorithms implemented in Detox:
        
        -  Fast Gradient Methods (FGM/FGSM)
           ```Tutorial`` </tutorial/source/fgsm.ipynb>`__
        -  Basic Iterative
           ```Tutorial`` </tutorial/source/basic_iterative.ipynb>`__
        -  Momentum Iterative
           ```Tutorial`` </tutorial/source/momentum_iterative.ipynb>`__
        -  DeepFool
        -  Universal Adversarial Perturbation (UAP)
        -  Jacobian-based Saliency Map Approach (JSMA)
        -  One Pixel Attack
        -  LBFGS
        -  Carlini Wagner L2
        -  Carlini Wagner L-inf
        -  Feature Adversaries
        -  Boundary Attack
        -  Elastic Net
        -  Natural Adversarial Examples (NAE)
        
        The Team
        ~~~~~~~~
        
        Detox is a community driven project. The project was initiated by
        machine learning security team @ `KakaoBrain <kakaobrain.com>`__.
        
        .. |license| image:: https://img.shields.io/github/license/mashape/apistatus.svg
        
Keywords: machine learning security adversarial attackdefense deep learning pytorch
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.4
Provides-Extra: profile
Provides-Extra: dev
Provides-Extra: notebooks
Provides-Extra: visualization
Provides-Extra: test
