Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
| 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. | |