GUARDRAIL
Provides a comprehensive security framework for Large Language Model (LLM) application ecosystems, particularly those utilizing the Model Context Protocol (MCP).
关于
GUARDRAIL is a comprehensive security framework designed to protect Large Language Model (LLM) application ecosystems, especially those built using the Model Context Protocol (MCP). It aims to address critical security vulnerabilities inherent in LLM applications, focusing on preventing data exfiltration, data infiltration, unauthorized access, and resource abuse. With a modular, layered, and extensible architecture, GUARDRAIL offers robust protection without sacrificing performance or usability, and prioritizes practical, incremental adoption.
主要功能
- Dynamic Security Context (DSC)
- 1 GitHub stars
- Protocol-Level Security Annotations
- Extensible Security Middleware (ESM)
- Adaptive Resource Quotas (ARQ)
- Lightweight Attestation Protocol (LAP)
使用案例
- Implementing zero-trust security models for LLM applications
- Securing communication between LLM applications and services
- Preventing data leakage and unauthorized access in LLM environments
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