Table · dataset · 2025
Evaded Prompt Injection and Jailbreak Samples
Listed in Hugging Face Datasets
This dataset originates from our paper 'Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails'.
Description
The dataset contains a mixture of prompt injections and jailbreak samples modified via character injection and adversarial ML evasion techniques (Techniques can be found within the paper above). For each sample we provide the original unaltered prompt and a modified prompt, the attack_name outlines which attack technique was used to modify the sample.
Acknowledgements… See the full description on the dataset page: huggingface.co/datasets/Mindgard/evaded-prompt-injection-and-jailbreak-samples.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/Mindgard/evaded-prompt-injection-and-jailbreak-samples ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2504.11168 arxiv.org/abs/2504.11168 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Mindgard/evaded-prompt-injection-and-jailbreak-sa… ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification · text generation
- From keywords
- Computer Science & AI
- Inferred from text
- Adversarial machine learning 78%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Mindgard/evaded-prompt-injection-and-jailbreak-samples | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:field:461101 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (78%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |