DoomArena - Adaptive Security Testing against Evolving Risks

Quick Start

The DoomArena Intro Notebook is a good place for learning hands-on about the core concepts of DoomArena. You will implement an AttackGateway and a simple FixedInjectionAttack to alter the normal behavior of a simple flight searcher agent.

If you only want to use the library just run

pip install doomarena  # core library, minimal dependencies
pip install doomarena-taubench  # optional
pip install doomarena-browsergym  # optional

Export relevant API keys into your environment or .env file.

OPENAI_API_KEY="<your api key>"
OPENROUTER_API_KEY="<your api key>"

Advanced Setup

To actively develop DoomArena, please create a virtual environment and install the package locally in editable mode using

pip install -e doomarena/core
pip install -e doomarena/taubench
pip install -e doomarena/browsergym

Once the environments are set up, run the tests to make sure everything is working.

make ci-tests
make tests  # requires openai key

Then follow the environment-specific instructions for TauBench and BrowserGym