Security & Compliance
Active
Shadow AI & Data Leakage Guard
Role: Security & IP Protection Agent
Protocol & Health Status
Leakage Guard Active
Operational Overview
Detects unsanctioned LLM calls, hardcoded credentials, unlogged prompt paths, and training pool data leakage risks.
Scans codebase and configuration files for unsanctioned public LLM API calls, raw system log dumps, and unencrypted PII/IP flowing into external model endpoints (Chapter 5). Verifies that all model calls run through logged, corporate-sanctioned proxy pipelines that provide an audit trail and prevent public model training absorption.
PIPELINE CONSOLE
Live Execution Steps
>Scan code for hardcoded API keys, unauthorized model endpoints, and unmasked PII variables.
>Inspect prompt templates and log payloads for sensitive system configurations or proprietary IP.
>Validate that logging middleware wraps every model invocation to guarantee an audit trail.
>Generate code patches for secure proxy routing and data masking.
Key Integration Benefits
- Protects proprietary IP and sensitive data from entering public training pools.
- Establishes audit logs necessary for legal defense during security incidents.
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