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A Little More Privacy for Your LLM Calls, Please.

  • Data privacy concerns arise as resumes are easily shared, exposing private details to third parties.
  • LinkedIn profiles differ from job application resumes, as the context and consent change.
  • Various privacy enhancing technologies like Differential Privacy and Anonymization are explored for solutions.
  • An open-source Python library, ZINK, is introduced to anonymize sensitive data before sharing.
  • ZINK provides options to black out sensitive information, swap with fake data, or use pseudonyms.

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