Prompt Guard
Skill Verifiziert AktivMeta's 86M prompt injection and jailbreak detector. Filters malicious prompts and third-party data for LLM apps. 99%+ TPR, <1% FPR. Fast (<2ms GPU). Multilingual (8 languages). Deploy with HuggingFace or batch processing for RAG security.
To protect LLM applications from malicious prompt injections and jailbreak attempts by filtering untrusted user inputs and third-party data with high accuracy and low latency.
Funktionen
- Detects prompt injections and jailbreaks
- Filters user prompts and third-party data
- High TPR (99%+) and low FPR (<1%)
- Fast inference (<2ms GPU)
- Multilingual support (8 languages)
Anwendungsfälle
- Filtering user messages before sending to an LLM
- Validating data from APIs or RAG sources
- Batch processing documents for RAG security
- Securing LLM applications against adversarial inputs
Nicht-Ziele
- Content moderation for hate speech or violence
- Policy-based action validation
- Training-time safety alignment
Workflow
- Load model and tokenizer
- Process input text
- Obtain classification score
- Block or allow based on threshold
Praktiken
- Security
- Input Validation
- Content Filtering
Voraussetzungen
- Python 3.8+
- transformers library
- torch library
Installation
Zuerst Marketplace hinzufügen
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs/plugin install AI-Research-SKILLs@ai-research-skillsQualitätspunktzahl
VerifiziertVertrauenssignale
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