Pdf.pdf

2021.acl-long.323.pdf
Preview of pdf
🔗 Source: aclanthology.org
📊 Size: 467 KB
👤 Author: Pierre Lison ; Ildikó Pilán ; David Sanchez ; Montserrat Batet ; Lilja Øvrelid
⬇️ Downloads: 60

Summary

This position paper investigates automated text anonymisation, a prerequisite for secure sharing of documents containing sensitive information about individuals. The authors review current approaches, which have been developed in two fields with little mutual interaction: natural language processing (NLP) and privacy-preserving data publishing (PPDP). NLP approaches rely on sequence labelling to detect and remove predefined categories of entities, while PPDP approaches anonymise text by enforcing a privacy model. The authors argue that neither approach provides a fully satisfactory account of the text anonymisation problem and discuss three open challenges: ensuring anonymisation is robust against multiple types of semantic inferences, transforming text to minimise disclosure risk while retaining semantic content, and evaluating the quality of the resulting anonymisation. They propose that future anonymisation approaches should combine a data-driven editor model with an adversary seeking to infer confidential attributes from edited documents.

Description

This position paper investigates automated text anonymisation, a prerequisite for secure sharing of documents containing sensitive information about...

Technical Information

  • File Format: PDF
  • File Size: 467 KB
  • Pages: 16
  • Language: EN
  • Author: Pierre Lison ; Ildikó Pilán ; David Sanchez ; Montserrat Batet ; Lilja Øvrelid
  • Total Downloads: 60
  • Last Updated: 6 days ago

Document Overview

This PDF document about pdf provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into pdf.

Related Topics

If you're interested in pdf, you might also want to explore:

Download pdf eBooks for free and learn more about pdf. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to pdf, try searching with similar keywords: Bulmaca Pdf Indirbulmaca Pdf Indirbulmaca Pdf Indirbulmaca Pdf Indir, Casa.pdf.pdf.pdf.pdf, pdf cours aikido listes des fichiers pdf pdf cours aikido pdf cours aikido, Pdf Pdf Les Secrets D'un Esprit Millionnaire Pdf Pdf, Editors Picks Press Release Script Pdf Username Www Pdf Action Login Pdf Action Login Pdf, Powered By Particle Links Below Pdf Username Www Pdf Action Login Pdf Quot Pdf Action Newaccount, Powered By Particle Links Below Pdf Username Www Pdf Pdf Action Login Pdf Action Newaccount, 0 Kinder Ciencias.pdf.pdf.pdf

You can download PDF versions of the user's guide, manuals and ebooks about pdf, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about pdf for free, but please respect copyrighted ebooks.