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Create an aggregated embedding for membership inference hot spots #41

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suhacker1 opened this issue Oct 1, 2020 · 0 comments
Open

Create an aggregated embedding for membership inference hot spots #41

suhacker1 opened this issue Oct 1, 2020 · 0 comments
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metrics visualization Part of the three phase metrics visualization project needs validation Some validation is required to document the solution

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suhacker1 commented Oct 1, 2020 •
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Is your feature request related to a problem? Please describe.
We need a clarifying visual to showcase the privacy risks of membership inference, especially as it varies between classes.

Describe the solution you'd like.
An aggregated embedding similar to Figure 4 of Understanding and Visualizing Data Iteration in Machine Learning would be useful. Highlight the worst case.

Describe alternatives you've considered.
Please comment any alternatives.
@suhacker1 suhacker1 changed the title Aggregated embedding for membership inference hot spots Create aggregated embedding for membership inference hot spots Oct 1, 2020
@suhacker1 suhacker1 changed the title Create aggregated embedding for membership inference hot spots Create an aggregated embedding for membership inference hot spots Oct 1, 2020
@suhacker1 suhacker1 added needs validation Some validation is required to document the solution metrics visualization Part of the three phase metrics visualization project labels Oct 1, 2020
@suhacker1 suhacker1 mentioned this issue Oct 1, 2020
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metrics visualization Part of the three phase metrics visualization project needs validation Some validation is required to document the solution
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