PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy (by OpenMined)

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  • How to make the medical data in order to protect the data privacy?
    1 project | /r/LanguageTechnology | 26 Feb 2023
    As the title mentioned, I studied some tutorials about differential privacy and the examples of PyDP, but they only deal with simple cases(structure text). Which paper/direction I should focus on if I want to make the unstructured medical data private? Is it possible to make the data private with some preprocessing before I feed the data into the model? A naive idea is find out the sensitive part(ex : name), change them to non sensitive text manually. Thanks

Stats

Basic PyDP repo stats
1
476
7.0
4 months ago

OpenMined/PyDP is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of PyDP is Python.


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