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Media preprint DOI: https://doi.org/10.1101/2024.06.20.24308896; this version posted June 20, 2024. The copyright holder for this preprint (which was not certified by peer review) is the author/funder,
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Scaling text de-identification refers to the process of removing or obfuscating personally identifiable information from text data to protect privacy while allowing data to be used for analysis.
Organizations or entities that handle personal data, especially those that are subject to data protection regulations, are typically required to file scaling text de-identification.
To fill out scaling text de-identification, one must follow specific guidelines to identify and redact sensitive information while ensuring that the de-identified data remains usable for its intended purpose.
The purpose of scaling text de-identification is to protect individual privacy by ensuring that personal data cannot be linked back to an individual while still allowing for data analysis and use.
Organizations must report details regarding the methods used for de-identification, the types of data processed, and compliance with relevant data protection legislation.
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