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pii-redaction

用于符合隐私要求的对话AI的PII检测和编辑工具

person作者: jakexiaohubgithub

PII Redaction Skill

Capabilities

  • Detect personally identifiable information
  • Implement redaction strategies
  • Configure detection for various PII types
  • Design reversible anonymization
  • Implement compliance logging
  • Create audit trails for PII handling

Target Processes

  • content-moderation-safety
  • system-prompt-guardrails

Implementation Details

PII Types

  1. Names: Person names, usernames
  2. Contact: Email, phone, address
  3. Financial: Credit cards, bank accounts
  4. Government IDs: SSN, passport, driver's license
  5. Medical: Health information
  6. Custom: Organization-specific PII

Redaction Methods

  • Masking ([REDACTED])
  • Pseudonymization (fake values)
  • Tokenization (reversible)
  • Encryption

Configuration Options

  • PII types to detect
  • Detection sensitivity
  • Redaction method
  • Language support
  • Custom patterns

Best Practices

  • Comprehensive PII coverage
  • Regular pattern updates
  • Audit logging
  • Compliance alignment
  • Testing with diverse data

Dependencies

  • presidio-analyzer
  • presidio-anonymizer
  • spacy