README.md

metadata

license: cc-by-4.0
task_categories:
  - text-classification
language:
  - en
tags:
  - jailbreaking,
  - injection
size_categories:
  - 10K<n<100K

This dataset was generated as a part of our paper "Towards Secure Prompt Processing: A Unified Framework to Detect, Sanitize, and Prevent Adversarial Prompts via Dual-Optimized Threshold-Aware Learning". SHIELDING dataset was generated by combining and filtering the following datasets:

1. Prompt Injection Hackaprompt GPT35, https://huggingface.co/datasets/imoxto/prompt_injection_hackaprompt_gpt35.
2. JailBreak V-28k, https://huggingface.co/datasets/JailbreakV-28K/JailBreakV-28k.
3. Open Platypus, https://huggingface.co/datasets/garage-bAInd/Open-Platypus.
4. JBB Behaviors, https://huggingface.co/datasets/JailbreakBench/JBB-Behaviors.
5. Jailbreak Classification, https://huggingface.co/datasets/jackhhao/jailbreak-classification.
6. Jailbreak Hub, https://huggingface.co/datasets/walledai/JailbreakHub.