Duplicate from walledai/JailbreakHub

Co-authored-by: Prannaya Gupta <ThePyProgrammer@users.noreply.huggingface.co>

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README.md

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+---
+language:
+- en
+dataset_info:
+  features:
+  - name: prompt
+    dtype: string
+  - name: platform
+    dtype: string
+  - name: source
+    dtype: string
+  - name: jailbreak
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 27480306
+    num_examples: 15140
+  download_size: 14209695
+  dataset_size: 27480306
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+license: mit
+---
+
+# In-The-Wild Jailbreak Prompts on LLMs
+
+**Paper**: [``Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models](https://arxiv.org/pdf/2308.03825)
+
+**Data**: [Dataset](https://github.com/verazuo/jailbreak_llms/tree/main/data/prompts)
+
+
+## Data
+
+## Prompts
+
+Overall, authors collect 15,140 prompts from four platforms (Reddit, Discord, websites, and open-source datasets) during Dec 2022 to Dec 2023. Among these prompts, they identify 1,405 jailbreak prompts. To the best of our knowledge, this dataset serves as the largest collection of in-the-wild jailbreak prompts.
+
+The data are provided [here](https://github.com/verazuo/jailbreak_llms/tree/main/data).
+
+> Statistics of our data source. (Adv) UA refers to (adversarial) user accounts.
+
+| Platform  | Source                     | # Posts     | # UA      | # Adv UA | # Prompts  | # Jailbreaks | Prompt Time Range   |
+| --------- | -------------------------- | ----------- | --------- | -------- | ---------- | ------------ | ------------------- |
+| Reddit    | r/ChatGPT                  | 163549      | 147       | 147      | 176        | 176          | 2023.02-2023.11     |
+| Reddit    | r/ChatGPTPromptGenius      | 3536        | 305       | 21       | 654        | 24           | 2022.12-2023.11     |
+| Reddit    | r/ChatGPTJailbreak         | 1602        | 183       | 183      | 225        | 225          | 2023.02-2023.11     |
+| Discord   | ChatGPT                    | 609         | 259       | 106      | 544        | 214          | 2023.02-2023.12     |
+| Discord   | ChatGPT Prompt Engineering | 321         | 96        | 37       | 278        | 67           | 2022.12-2023.12     |
+| Discord   | Spreadsheet Warriors       | 71          | 3         | 3        | 61         | 61           | 2022.12-2023.09     |
+| Discord   | AI Prompt Sharing          | 25          | 19        | 13       | 24         | 17           | 2023.03-2023.04     |
+| Discord   | LLM Promptwriting          | 184         | 64        | 41       | 167        | 78           | 2023.03-2023.12     |
+| Discord   | BreakGPT                   | 36          | 10        | 10       | 32         | 32           | 2023.04-2023.09     |
+| Website   | AIPRM                      | -           | 2777      | 23       | 3930       | 25           | 2023.01-2023.06     |
+| Website   | FlowGPT                    | -           | 3505      | 254      | 8754       | 405          | 2022.12-2023.12     |
+| Website   | JailbreakChat              | -           | -         | -        | 79         | 79           | 2023.02-2023.05     |
+| Dataset   | AwesomeChatGPTPrompts      | -           | -         | -        | 166        | 2            | -                   |
+| Dataset   | OCR-Prompts                | -           | -         | -        | 50         | 0            | -                   |
+| **Total** |                            | **169,933** | **7,308** | **803**  | **15,140** | **1,405**    | **2022.12-2023.12** |
+
+
+## License
+`jailbreak_llms` is licensed under the terms of the MIT license. See LICENSE for more details.
+
+
+## Citation
+If you find this useful in your research, please consider citing:
+
+```
+@inproceedings{SCBSZ24,
+      author = {Xinyue Shen and Zeyuan Chen and Michael Backes and Yun Shen and Yang Zhang},
+      title = {{``Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models}},
+      booktitle = {{ACM SIGSAC Conference on Computer and Communications Security (CCS)}},
+      publisher = {ACM},
+      year = {2024}
+}
+```

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