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[Change Request] Chapter 1: refine explanation on differential privacy #77

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dsmits opened this issue Aug 13, 2024 · 3 comments · Fixed by #81
Closed

[Change Request] Chapter 1: refine explanation on differential privacy #77

dsmits opened this issue Aug 13, 2024 · 3 comments · Fixed by #81
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@dsmits
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dsmits commented Aug 13, 2024

There seems to be different ways to add when using differential privacy.

Currently we are describing differential privacy techniques as replacing a subset of records with noise.

There seem to be different methods as well, where the noise is added to the raw values (instead of replacement).

Let's figure out a little bit more about the landscape of differential privacy and adapt the text.

Sources:

@dsmits dsmits self-assigned this Aug 13, 2024
@dsmits dsmits added this to Sprints Aug 21, 2024
@dsmits dsmits moved this to In Progress in Sprints Aug 21, 2024
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dsmits commented Aug 21, 2024

This video was quite helpful on listing different techniques: https://www.youtube.com/watch?v=Quzx_QaARAE&t=0s

@dsmits dsmits linked a pull request Aug 21, 2024 that will close this issue
@bartvanb
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Maybe you can mention the links in the lesson for students interested to know more?

@dsmits dsmits closed this as completed in #81 Sep 4, 2024
@github-project-automation github-project-automation bot moved this from To Review to Done in Sprints Sep 4, 2024
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dsmits commented Sep 4, 2024

@bartvanb I will open a separate issue for that because I think the list of links has to be more complete than just differential privacy: #88

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