{"data":{"slug":"tmlr-group-deepinception","name":"DeepInception","tagline":"[arXiv:2311.03191] \"DeepInception: Hypnotize Large Language Model to Be Jailbreaker\"","github_url":"https://github.com/tmlr-group/DeepInception","owner":"tmlr-group","repo":"DeepInception","owner_avatar_url":"https://avatars.githubusercontent.com/u/102131272?v=4","primary_language":"Python","stars":176,"forks":19,"topics":["deep","gpt","gpt3","gpt4","inception","jailbreak","large-language-models","llm","safety","trustworthy"],"archived":false,"github_pushed_at":"2024-02-20T03:54:41+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/tmlr-group-deepinception","markdown_url":"https://www.graphcanon.com/tools/tmlr-group-deepinception.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tmlr-group-deepinception","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tmlr-group-deepinception","description":"[arXiv:2311.03191] \"DeepInception: Hypnotize Large Language Model to Be Jailbreaker\"","homepage_url":"https://arxiv.org/pdf/2311.03191.pdf","license":"MIT","open_issues":0,"watchers":4,"ai_summary":null,"readme_excerpt":"## Getting Started\nBefore setting up the `DeepInception`, make sure you have an environment that installed PyTorch $\\ge$ 1.10 with GPU support.\nThen, in your environment, run\n```\npip install -r requirements.txt\n```\n\nSetting the OpenAI Key before you reproduce the experiments of close source models, make sure you have the API key stored in `OPENAI_API_KEY`. For example,\n```\nexport OPENAI_API_KEY=[YOUR_API_KEY_HERE]\n```\n\nIf you would like to run `DeepInception` with Vicuna, Llama, and Falcon locally, modify `config.py` with the proper path of these three models. \n\nPlease follow the model instruction from [huggingface](https://huggingface.co/) to download the models, including [Vicuna](https://huggingface.co/lmsys/vicuna-7b-v1.5-16k), [Llama-2](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) and [Falcon](https://huggingface.co/tiiuae/falcon-7b-instruct).","github_created_at":"2023-11-07T12:47:47+00:00","created_at":"2026-07-11T23:40:30.603366+00:00","updated_at":"2026-07-11T23:40:39.887823+00:00","categories":[{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"deep","name":"deep"},{"slug":"gpt","name":"gpt"},{"slug":"gpt3","name":"gpt3"},{"slug":"gpt4","name":"gpt4"},{"slug":"inception","name":"inception"},{"slug":"jailbreak","name":"jailbreak"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"llm","name":"llm"}],"trust":{"provenance":{"is_fork":false,"github_id":715585025,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:40:33.361Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":872,"last_release_at":null},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":55,"high_count":0,"last_scan_at":"2026-07-11T23:40:33.880Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:40:31.897Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T23:40:31.897Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T23:40:31.897Z"}}}}