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by nshkrdotcom • Uncategorized
A layered security framework designed to protect Large Language Model (LLM) applications and MCP ecosystems.
Layered security controls from traditional web security to MCP-specific protections.
Prevent prompt injection, jailbreaking, and data leakage in LLM applications.
Implement trust scoring, message classification, and flow control in autonomous agent systems.
GUARDRAIL provides a modular, extensible security architecture focusing on preventing data exfiltration, infiltration, unauthorized access, and resource abuse in LLM applications. It emphasizes practical, incremental adoption of security measures across multiple layers, from traditional web security to agent and MCP-specific protections. The framework aims to enhance security without sacrificing performance or usability, while addressing emerging threats unique to LLM and agent-based systems.