Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification

Dimitri Staufer*, Frank Pallas, Bettina Berendt

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding/Legal commentaryConference contributionpeer-review

Original languageEnglish
Title of host publicationProceedings of the 2024 Conference on Fairness, Accountability and Transparency (FAccT'24)
Pages733–745
Number of pages13
ISBN (Electronic)9798400704505
DOIs
Publication statusPublished - 3 Jun 2024

Bibliographical note

Publisher Copyright:
© 2024 Owner/Author.

Keywords

  • Whistleblower Anonymity
  • Fine-tuning Language Models
  • Authorship Obfuscation
  • LLM-based Rephrasing
  • Text Sanitization

Fields of Science and Technology Classification 2012

  • 102 Computer Sciences
  • 506 Political Science
  • 603 Philosophy, Ethics, Religion

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