Add GOAT orchestrator

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#1,163 9 comments 0 reactions 0 assignees View on GitHub

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Assessment

Difficulty
5/5
Estimated time
Over a week
Newbie friendliness
35/100
Issue type
Feature
Clarity
Mostly clear
Activity status
Active
Tech stack
python
Domain
ai, security

Research direction

Read the GOAT paper linked in the issue and review PyRIT's existing orchestrator patterns; the issue names no specific files or tests. Confirm the Bosch open-sourcing permission and use the existing GOAT orchestrator and extended attacker system prompt as the scope, with the feature integrated into PyRIT as the completion criterion.

Written by the indexing model from the issue text.

Description

enhancement feature-request help wanted
Is your feature request related to a problem? Please describe.

There is currently no orchestrator in PYRIT that is implementing the Generative Offensive Agent Tester (GOAT) attack to be used for better LLM security testing.

Describe the solution you'd like

I have already created a GOAT orchestrator (and also a system prompt extending GOAT's existing jailbreak strategies with additional ones e.g. to be used for the attacker in GOAT orchestrator) and would like to add this to the PYRIT repo.

Additional context

The work was done as a part of a project with Bosch so a request to obtain open-sourcing permission is submitted and currently being evaluated. It is expected to be accepted but it takes some time.

Dominant language
Python
Stars
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Forks
896
Avg merge
3d 7h
Merged PRs (30d)
155

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

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