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◆ Prompt injection & jailbreaks

In-the-Wild Jailbreak Prompts

MIT

15,000+ real jailbreak prompts collected from Reddit, Discord and prompt sites (CCS 2024).

Summary

This is the official repository for the ACM CCS 2024 paper "Do Anything Now'': Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models by Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, and Yang Zhang. In this project, employing our new framework JailbreakHub, we conduct the first measurement study on jailbreak prompts in the wild, with 15,140 prompts collected from December 2022 to December 2023 (including 1,405 jailbreak prompts).
from the project README
Formats
csv
License
MIT
Added
2026-09-10

Get it

From the project’s own instructions where it documents any; otherwise a plain clone.

  1. shell
    $ pip install datasets

    The prompts are also published on Hugging Face; the repo's data/ folder holds the original CSVs.

  2. shell
    $ python -c "from datasets import load_dataset; print(load_dataset('TrustAIRLab/in-the-wild-jailbreak-prompts', 'jailbreak_2023_12_25', split='train'))"

Contents

15 files 4.1 MB repository

  • .csv 5
  • .py 3
  • .md 2
  • (no ext) 2
  • .ipynb 1
  • .png 1
  • .zip 1

Use it with

Commands are curated, not yet run by us.

Promptfoo — Run your promptfoo config against the dataset's rows as test cases.

sample.csv
$ promptfoo eval -c promptfooconfig.yaml -t sample.csv

DuckDB — Query the file in place with SQL — DuckDB detects CSV, JSON and JSONL by extension.

sample.csv
$ duckdb -c 'SELECT * FROM '\''sample.csv'\'' LIMIT 10'
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