PyDP VS Ciphey

Compare PyDP vs Ciphey and see what are their differences.

PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy (by OpenMined)
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PyDP Ciphey
1 27
483 17,136
2.3% 2.7%
7.0 2.9
4 months ago about 2 months ago
Python Python
Apache License 2.0 MIT License
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PyDP

Posts with mentions or reviews of PyDP. We have used some of these posts to build our list of alternatives and similar projects.
  • 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

Ciphey

Posts with mentions or reviews of Ciphey. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-01.