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LOT use case #145

Merged
merged 26 commits into from
Nov 22, 2024
Merged

LOT use case #145

merged 26 commits into from
Nov 22, 2024

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fazelehh
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@fazelehh fazelehh commented Sep 11, 2024

Description

This PR concerns developing a LOS use case for Leakpro. This use case measures MIA attack performance on the LR model trained on the MIMIC_III dataset.
Used repo for the data preparation:
MIT-LCP/mimic-code@e398252
MLforHealth/MIMIC_Extract@d8d2dea

Summary of changes
[to be updated]

  • Mergin two repos for the data preparations
  • Training a logistic regression model and implement mia attacks on it.

Resolved Issues

  • fixes #Issue

How Has This Been Tested?

Related Pull Requests

  • #PR

@fazelehh fazelehh linked an issue Sep 11, 2024 that may be closed by this pull request
@johanos1 johanos1 self-requested a review September 11, 2024 11:16
@fazelehh fazelehh changed the title LOT example LOT use case Sep 11, 2024
@fazelehh fazelehh force-pushed the 113-mimic-iii-data-handler branch 3 times, most recently from be36202 to dcd2ced Compare November 7, 2024 14:14
@fazelehh fazelehh force-pushed the 113-mimic-iii-data-handler branch from dcd2ced to 8fa7ece Compare November 7, 2024 14:17
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@fazelehh fazelehh merged commit 9f4d953 into main Nov 22, 2024
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MIMIC-iii data handler
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