From f0dbc8e4d541e420ed396c7c71b082363763075e Mon Sep 17 00:00:00 2001 From: Ads Dawson <104169244+GangGreenTemperTatum@users.noreply.github.com> Date: Tue, 10 Jun 2025 05:18:37 -0400 Subject: [PATCH 01/15] docs: update placeholder docs links and citation ref --- README.md | 29 +++++++++++++++++++++++++---- 1 file changed, 25 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 722cda2..c585816 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,9 @@ [](https://github.com/dreadnode/AIRTBench-Code/actions/workflows/renovate.yaml) [](https://opensource.org/licenses/Apache-2.0) [](https://github.com/dreadnode/AIRTBench-Code/releases) +[](https://arxiv.org/abs/TODO) +[](https://huggingface.co/datasets/TODO) +[](https://dreadnode.io/blog/TODO) [](https://github.com/dreadnode/AIRTBench-Code/stargazers) [](https://github.com/dreadnode/AIRTBench-Code/pulls) @@ -29,14 +32,14 @@ This repository contains the code for the AIRTBench AI red teaming agent. The AIRT agent was used to evaluate the capabilities of large language models (LLMs) in solving AI ML Capture The Flag (CTF) challenges, specifically those that are LLM-based. The agent is designed to autonomously exploit LLMs by solving challenges on the Dreadnode Strikes platform. -The paper is available on [arXiV](TODO) and [ACL Anthology](TODO). - - [Code for the "AIRTBench" AI Red Teaming Agent](#code-for-the-airtbench-ai-red-teaming-agent) - [Setup](#setup) - [Documentation](#documentation) - [Run the Evaluation](#run-the-evaluation) - [Basic Usage](#basic-usage) - [Challenge Filtering](#challenge-filtering) + - [Resources](#resources) + - [Citation](#citation) - [Model requests](#model-requests) ## Setup @@ -55,8 +58,7 @@ Technical documentation for the AIRTBench agent is available in the [Dreadnode S In order to run the code, you will need access to the Dreadnode strikes platform, see the [docs](https://docs.Dreadnode.io/strikes/overview) or submit for the Strikes waitlist [here](https://platform.dreadnode.io/waitlist/strikes). -This [rigging](https://docs.dreadnode.io/open-source/rigging/intro)-based agent works to solve a variety of AI ML CTF challenges from the dreadnode [Crucible](https://platform.dreadnode.io/crucible) platform and given access to execute python commands on a network-local container with custom [Dockerfile](./airtbench/container/Dockerfile). This example-agent is also a compliment to our research paper [AIRTBench: Can Language Models Autonomously Exploit -Language Models?](https://arxiv.org/abs/TODO). # TODO: Add link to paper once published. +This [rigging](https://docs.dreadnode.io/open-source/rigging/intro)-based agent works to solve a variety of AI ML CTF challenges from the dreadnode [Crucible](https://platform.dreadnode.io/crucible) platform and given access to execute python commands on a network-local container with custom [Dockerfile](./airtbench/container/Dockerfile). This example-agent is also a compliment to our research paper [AIRTBench: Can Language Models Autonomously Exploit Language Models?](https://arxiv.org/abs/TODO). # TODO ```bash uv run -m airtbench --help @@ -88,6 +90,25 @@ as needed to ensure they are network-isolated from each other. The process is ge Check out [the challenge manifest](./airtbench/challenges/.challenges.yaml) to see current challenges in scope. +## Resources + +- [📄 Paper on arXiv](https://arxiv.org/abs/TODO) +- [🤗 Dataset on HuggingFace](https://huggingface.co/datasets/TODO) +- [📝 Blog post](https://dreadnode.io/blog/TODO) + +## Citation + +If you find our work helpful, please use the following citations. + +```bibtex +@misc{TODO, + title = {AIRTBench: Can Language Models Autonomously Exploit Language Models?}, + author = {TODO}, + year = {2023}, + eprint = {arXiv:TODO}, + url = {https://arxiv.org/abs/TODO} +} +``` ## Model requests From 4d36df32bdd2dad42a8ea6147c719841c87ac257 Mon Sep 17 00:00:00 2001 From: Ads Dawson <104169244+GangGreenTemperTatum@users.noreply.github.com> Date: Tue, 10 Jun 2025 05:23:13 -0400 Subject: [PATCH 02/15] docs: expand dataset section of readme --- README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c585816..0c0423b 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,7 @@ This repository contains the code for the AIRTBench AI red teaming agent. The AI - [Basic Usage](#basic-usage) - [Challenge Filtering](#challenge-filtering) - [Resources](#resources) + - [Dataset](#dataset) - [Citation](#citation) - [Model requests](#model-requests) @@ -93,9 +94,14 @@ Check out [the challenge manifest](./airtbench/challenges/.challenges.yaml) to s ## Resources - [📄 Paper on arXiv](https://arxiv.org/abs/TODO) -- [🤗 Dataset on HuggingFace](https://huggingface.co/datasets/TODO) - [📝 Blog post](https://dreadnode.io/blog/TODO) +## Dataset + +- The dataset is available in the latest GitHub release. +- Download the dataset directly from the [dataset](./dataset/README.md) directory. +- Alternative download from [🤗HuggingFace](https://huggingface.co/datasets/TODO) + ## Citation If you find our work helpful, please use the following citations. From 8cc3e8f86deca2bb04f71222f187c203402f0d89 Mon Sep 17 00:00:00 2001 From: Ads Dawson <104169244+GangGreenTemperTatum@users.noreply.github.com> Date: Wed, 11 Jun 2025 11:53:33 -0400 Subject: [PATCH 03/15] chore: paper title change --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0c0423b..fb92923 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ Technical documentation for the AIRTBench agent is available in the [Dreadnode S In order to run the code, you will need access to the Dreadnode strikes platform, see the [docs](https://docs.Dreadnode.io/strikes/overview) or submit for the Strikes waitlist [here](https://platform.dreadnode.io/waitlist/strikes). -This [rigging](https://docs.dreadnode.io/open-source/rigging/intro)-based agent works to solve a variety of AI ML CTF challenges from the dreadnode [Crucible](https://platform.dreadnode.io/crucible) platform and given access to execute python commands on a network-local container with custom [Dockerfile](./airtbench/container/Dockerfile). This example-agent is also a compliment to our research paper [AIRTBench: Can Language Models Autonomously Exploit Language Models?](https://arxiv.org/abs/TODO). # TODO +This [rigging](https://docs.dreadnode.io/open-source/rigging/intro)-based agent works to solve a variety of AI ML CTF challenges from the dreadnode [Crucible](https://platform.dreadnode.io/crucible) platform and given access to execute python commands on a network-local container with custom [Dockerfile](./airtbench/container/Dockerfile). This example-agent is also a compliment to our research paper [AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models](https://arxiv.org/abs/TODO). # TODO ```bash uv run -m airtbench --help From e16cd921bda528e133b12fe37fed0aea23f61111 Mon Sep 17 00:00:00 2001 From: Ads Dawson <104169244+GangGreenTemperTatum@users.noreply.github.com> Date: Wed, 11 Jun 2025 12:08:29 -0400 Subject: [PATCH 04/15] docs: button up readme and add harness construction artifact --- README.md | 21 ++++++++++++++---- .../airtbench_architecture_diagram_dark.png | Bin 0 -> 389231 bytes 2 files changed, 17 insertions(+), 4 deletions(-) create mode 100644 assets/airtbench_architecture_diagram_dark.png diff --git a/README.md b/README.md index fb92923..95cf067 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# Code for the "AIRTBench" AI Red Teaming Agent +# AIRTBench: Autonomous AI Red Teaming Agent Code
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