armory-example

This repository is meant to be an example of how to run Armory adversarial defense evaluations. For more information about Armory, please refer to the official docs. A tutorial on using Armory and armory-example can be found here.

Official Scenarios

Configuration files for official scenarios are provided. See official_scenario_configs directory

To run (after armory has been installed):

armory run official_scenario_configs/cifar10_baseline.json

Custom Models and Scenarios

Since armory mounts your current working directory inside of evaluation docker containers, users are able to run their own custom Scenarios, Models, etc.

We've added some custom configurations for using different attacks and defenses using ART modules.

Tutorial

For an introduction to adaptive attack evaluation in Armory, see the following tutorial