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The service, which will arrive to public use in "coming months," allows the user to access "detailed historical insights" generated by anonymized Uber rider and driver data.
The CTG recordings and clinical data were matched by anonymized unique identifier generated by the hospital information system.
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The group also look at ways of preserving privacy by anonymizing data, for example by adding noise to it.
The idea has gained traction in the tech industry, where some startups are attempting to transform the hiring process by anonymizing candidates.
Processing the collected data through the analyzer to guarantee user privacy by anonymizing the data.
Other traces found online or used in literature often omit important information (such as the requested URLs) by anonymizing the traces or are no longer available.
At some point, companies like VTS may even be able to provide market comps by anonymizing firm-level data and aggregating it into industry-level benchmarks by city.
By anonymizing the data, Apple doesn't know where you came from or where you went, or even who took the trip.
These are important points to consider in any system and when addressing such issues, it is important to protect privacy by restricting access to data by adding certification or access control to the data entries and by anonymizing data such that sensitive information cannot be pinpointed to an individual (Wu et al. 2014).
We recognize that self-assessment can be subjective and introduce bias, but we tried to minimize this by anonymizing all resident responses.
However, the community has been shocked to learn that these approaches don't suffice - by algorithmic means or by combining anonymized sequence data with other freely available information it has been possible to reidentify certain individuals [38, 39].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com