GUARDRAIL
Creatednshkrdotcom
Provides a comprehensive security framework for Large Language Model (LLM) application ecosystems, particularly those utilizing the Model Context Protocol (MCP).
About
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.
Key Features
- Dynamic Security Context (DSC)
- 1 GitHub stars
- Protocol-Level Security Annotations
- Extensible Security Middleware (ESM)
- Adaptive Resource Quotas (ARQ)
- Lightweight Attestation Protocol (LAP)
Use Cases
- Implementing zero-trust security models for LLM applications
- Securing communication between LLM applications and services
- Preventing data leakage and unauthorized access in LLM environments