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Datasets:
ata8e
/
SHIELDING

Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
Tags:
jailbreaking,
injection
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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  - 10K<n<100K
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  ---
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  SHIELDING dataset was generated by combining and filtering the following datasets:
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- 1. Prompt Injection Hackaprompt GPT35, https://huggingface.co/datasets/imoxto/prompt_injection_hackaprompt_gpt35.
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- 2. JailBreak V-28k, https://huggingface.co/datasets/JailbreakV-28K/JailBreakV-28k.
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- 3. Open Platypus, https://huggingface.co/datasets/garage-bAInd/Open-Platypus.
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- 4. JBB Behaviors, https://huggingface.co/datasets/JailbreakBench/JBB-Behaviors.
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- 5. Jailbreak Classification, https://huggingface.co/datasets/jackhhao/jailbreak-classification.
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- 6. Jailbreak Hub, https://huggingface.co/datasets/walledai/JailbreakHub.
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  ---
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  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"
 
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  - 10K<n<100K
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  ---
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  SHIELDING dataset was generated by combining and filtering the following datasets:
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+ -1. Prompt Injection Hackaprompt GPT35, https://huggingface.co/datasets/imoxto/prompt_injection_hackaprompt_gpt35.
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+ -2. JailBreak V-28k, https://huggingface.co/datasets/JailbreakV-28K/JailBreakV-28k.
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+ -3. Open Platypus, https://huggingface.co/datasets/garage-bAInd/Open-Platypus.
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+ -4. JBB Behaviors, https://huggingface.co/datasets/JailbreakBench/JBB-Behaviors.
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+ -5. Jailbreak Classification, https://huggingface.co/datasets/jackhhao/jailbreak-classification.
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+ -6. Jailbreak Hub, https://huggingface.co/datasets/walledai/JailbreakHub.
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  ---
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  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"