Prompt Guard
技能 已验证 活跃Meta'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.
功能
- 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)
使用场景
- 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
非目标
- Content moderation for hate speech or violence
- Policy-based action validation
- Training-time safety alignment
工作流
- Load model and tokenizer
- Process input text
- Obtain classification score
- Block or allow based on threshold
实践
- Security
- Input Validation
- Content Filtering
先决条件
- Python 3.8+
- transformers library
- torch library
安装
请先添加 Marketplace
/plugin marketplace add Orchestra-Research/AI-Research-SKILLs/plugin install AI-Research-SKILLs@ai-research-skills质量评分
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