Security Layer Component
The Security Layer provides protective measures and controls to safeguard the LLM system against various threats and vulnerabilities, including prompt injection, unauthorized access, and data leakage.
Component Overview
The Security Layer encompasses various mechanisms to protect the LLM system, including input validation, sanitization, output filtering, access controls, rate limiting, and monitoring. It serves as a critical barrier against malicious attempts to exploit the system.
A key vulnerability in this component is System Prompt Leakage, where the instructions and constraints designed to control the model's behavior may be exposed through careful manipulation, potentially revealing sensitive information or allowing attackers to bypass security controls.