Foolbox
v2.3.0

User Guide

  • Installation
  • Tutorial
  • Examples
  • Advanced
  • Model Zoo
  • Development
  • FAQ

API Reference

  • foolbox.models
  • foolbox.criteria
  • foolbox.zoo
  • foolbox.distances
  • foolbox.attacks
  • foolbox.adversarial
  • foolbox.utils
  • foolbox.v1.attacks
  • foolbox.v1.adversarial
Foolbox
  • Docs »
  • Welcome to Foolbox
  • Edit on GitHub

Welcome to Foolbox¶

Foolbox is a Python toolbox to create adversarial examples that fool neural networks.

It comes with support for many frameworks to build models including

  • TensorFlow
  • PyTorch
  • Keras
  • JAX
  • MXNet
  • Theano
  • Lasagne

and it is easy to extend to other frameworks.

In addition, it comes with a large collection of adversarial attacks, both gradient-based attacks as well as black-box attacks. See foolbox.attacks for details.

The source code and a minimal working example can be found on GitHub.

User Guide

  • Installation
    • Stable release
    • Pre-release versions
    • Development version
    • Contributing to Foolbox
  • Tutorial
    • Creating a model
    • Specifying the criterion
    • Running the attack
    • Visualizing the adversarial examples
    • External Resources
  • Examples
    • Running an attack
    • Creating a model
    • Applying an attack
    • Creating an untargeted adversarial for a PyTorch model
    • Creating a targeted adversarial for the Keras ResNet model
  • Advanced
    • Implicit
    • Explicit
  • Model Zoo
    • Downloading a model
  • Development
    • Running Tests
    • Style Guide
    • New Adversarial Attacks
  • FAQ

API Reference

  • foolbox.models
    • Models
    • Wrappers
    • Detailed description
  • foolbox.criteria
    • Criteria
    • Examples
    • Detailed description
  • foolbox.zoo
    • Get Model
    • Fetch Weights
  • foolbox.distances
    • Distances
    • Aliases
    • Base class
    • Detailed description
  • foolbox.attacks
  • foolbox.adversarial
  • foolbox.utils
  • foolbox.v1.attacks
  • foolbox.v1.adversarial

Indices and tables¶

  • Index
  • Module Index
  • Search Page
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© Copyright 2017, Jonas Rauber & Wieland Brendel Revision 9babb8cc.

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