{"id":22768003,"url":"https://github.com/dreadnode/research","last_synced_at":"2025-07-31T04:08:53.667Z","repository":{"id":226970597,"uuid":"770074369","full_name":"dreadnode/research","owner":"dreadnode","description":"General research for Dreadnode","archived":false,"fork":false,"pushed_at":"2024-06-17T16:00:19.000Z","size":1419,"stargazers_count":21,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-15T01:41:05.213Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dreadnode.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-03-10T20:55:59.000Z","updated_at":"2025-04-02T09:40:26.000Z","dependencies_parsed_at":"2024-06-17T17:58:56.433Z","dependency_job_id":null,"html_url":"https://github.com/dreadnode/research","commit_stats":null,"previous_names":["dreadnode/research"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dreadnode/research","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dreadnode%2Fresearch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dreadnode%2Fresearch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dreadnode%2Fresearch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dreadnode%2Fresearch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dreadnode","download_url":"https://codeload.github.com/dreadnode/research/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dreadnode%2Fresearch/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267985787,"owners_count":24176521,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-07-31T02:00:08.723Z","response_time":66,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-11T14:09:31.838Z","updated_at":"2025-07-31T04:08:53.580Z","avatar_url":"https://github.com/dreadnode.png","language":"Jupyter Notebook","readme":"# Dreadnode Research\n\nThis is a general repository to hold research, projects, reference code, etc. for research we perform at [dreadnode](https://dreadnode.io). \n\n**[Mistral - Adversarial Suffix](notebooks/Mistral%20-%20Adversarial%20Suffix.ipynb)**\n\nImplementation of [\"Universal and Transferable Adversarial Attacks on Aligned Language Models\"](https://llm-attacks.org) for Mistral 7B.\n\n**[Mistral - BEAST Beam Attack](notebooks/Mistral%20-%20BEAST%20Beam%20Attack.ipynb)**\n\nImplementation of [\"Fast Adversarial Attacks on Language Models In One GPU Minute\"](https://arxiv.org/pdf/2402.15570.pdf) for Mistral 7B. At the time of release the authors have not posted the reference code from the paper, so this implementation is likely incorrect.\n\n**[Llama PGD](scripts/pgd.py)**\n\nImplementation of [\"Attacking Large Language Models with Projected Gradient Descent\"](https://arxiv.org/abs/2402.09154) for Llama model variants with LitGPT. At teh time of release the authors have not posted any reference code, so be careful.\n\n**Needle [Triage](notebooks/Needle%20-%20Triage.ipynb)/[Fix](notebooks/Needle%20-%20Fix.ipynb)**\n\nResearch in partnership with [OpenSSF](https://openssf.org) for the [AIxCC Event](https://aicyberchallenge.com/).","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdreadnode%2Fresearch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdreadnode%2Fresearch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdreadnode%2Fresearch/lists"}