LLM-powered tool to detect PII in logs for privacy and GDPR compliance (for fun)

PII-Guard is an LLM-powered tool designed to detect personally identifiable information (PII) in logs to ensure privacy compliance and meet GDPR requirements. The tool leverages language models to automatically identify and flag sensitive data patterns in log files.

Key Points

• •Uses LLM capabilities to automatically identify and detect Personally Identifiable Information (PII) in log files
• •Helps organizations achieve GDPR compliance by finding sensitive data that shouldn't be logged
• •Scans logs for various PII types including names, email addresses, phone numbers, SSNs, credit card numbers, and other personal identifiers
• •Provides privacy protection by flagging sensitive information before logs are stored or shared
• •Integrates LLM intelligence to understand context and detect PII even when formatted or obfuscated
• •Useful for security audits and log analysis to ensure no accidental exposure of customer or user data
• •Lightweight tool designed for developers and DevOps teams to integrate into logging pipelines
• •Helps reduce compliance violations and potential data breach risks through automated detection

Workflow Diagram

Concepts