Privacy Shield

Manages sensitive data access by marking resources with privacy levels and enforcing share, export, and usage restrictions based on a centralized registry.

Privacy data marking system — unified sensitive resource management with pre-operation checks and audit logging.

Design Principles

• Conservative by default: Unmarked data should be handled with caution
• Check before act: Verify privacy level before any data operation
• Centralized control: One registry file governs all privacy rules

Privacy Levels

Level	Meaning	Example
owner_only	Owner can view/use only	Photos, personal info
private	No external disclosure, internal use OK	Model info, API keys
no_export	Must not leave the machine	Memory files, ontology
public	Free to use	Non-sensitive data

Quick Start

Mark a resource

bash

# Mark a file or directory
python scripts/registry.py mark media/images/people/ --level owner_only --reason "Family photos"

# Mark a rule category
python scripts/registry.py mark --type rule "model_info" --level private --reason "Infrastructure"

Check permission

bash

# Check if a resource can be shared
python scripts/registry.py check media/images/people/photo.jpg --action share

# Check privacy level only
python scripts/registry.py check media/images/people/photo.jpg

List all marks

bash

python scripts/registry.py list
python scripts/registry.py list --level owner_only

Remove a mark

bash

python scripts/registry.py unmark media/images/old-photo.jpg

View audit log

bash

python scripts/registry.py audit
python scripts/registry.py audit --deny-only

Agent Integration

Before any data output operation:

1. Check registry → python scripts/registry.py check <resource> --action <action>
2. Evaluate result:
   • owner_only → Output only when owner requests
   • private → No external disclosure, internal processing OK
   • no_export → Never leave this machine
   • Unmarked → Default to caution, ask the owner

Registry File

Location: data/privacy-registry.json

json

{
  "version": "1.0.0",
  "rules": {
    "photos": {"level": "owner_only", "reason": "Family photos"},
    "model_info": {"level": "private", "reason": "Infrastructure"}
  },
  "resources": [
    {
      "path": "media/images/people/",
      "level": "owner_only",
      "reason": "Family photos",
      "marked_at": "2026-03-20T09:53:00+08:00"
    }
  ]
}

Features

• ✅ Path prefix + glob pattern matching
• ✅ Automatic audit logging (JSONL)
• ✅ Integration with image-manager (--privacy flag)
• ✅ CLI for mark/check/list/unmark/audit