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Differential Privacy Anonymization support #546

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Differential Privacy Anonymization support #546

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1b4fb15
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ETHenzlere Jun 30, 2024
9328c7a
Clean Postgres config
ETHenzlere Jun 30, 2024
5988799
Small method adjustments
ETHenzlere Jun 30, 2024
8b9c554
Fixed Parsing Error and added Info print
ETHenzlere Jul 15, 2024
1469b9e
Added XML Rewrite Logic for templated values - UNTESTED
ETHenzlere Jul 15, 2024
398ed17
Merge branch 'main' into feature/full-dp
ETHenzlere Aug 17, 2024
6d16b07
Added Unit Test & Modified Sensitive Value handling
ETHenzlere Aug 17, 2024
b80cb6d
Moved test file into folder structure for Github Pipeline testing
ETHenzlere Aug 17, 2024
051fc74
Pylint + Github workflow
ETHenzlere Aug 25, 2024
2765dd1
Fixed wrong spacing
ETHenzlere Aug 25, 2024
9412a13
Changed SQL Statement because it did not work for MySQL
ETHenzlere Aug 25, 2024
8f9a2cc
Changed MySQL Statement to Select Database
ETHenzlere Aug 25, 2024
d773094
Changed Linkage to results file for anonymization
ETHenzlere Aug 25, 2024
e323c36
Added PSQL Database test
ETHenzlere Sep 8, 2024
ee4cb10
Modified README
ETHenzlere Sep 8, 2024
d11389e
File rename and more testing for python
ETHenzlere Sep 8, 2024
650a67b
Added Code to install python in pipeline
ETHenzlere Sep 8, 2024
7520bc7
Changed faulty folder name
ETHenzlere Sep 8, 2024
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Clean Postgres config
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@ETHenzlere
ETHenzlere committed Jun 30, 2024
commit 9328c7abd84bb74ea02eb1c512b1f8e32cb9b36f
24 changes: 0 additions & 24 deletions config/postgres/sample_templated_config.xml
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Expand Up @@ -19,30 +19,6 @@

<query_templates_file>data/templated/example.xml</query_templates_file>

<anonymization>
<table name="item">
<differential_privacy epsilon="1.0" pre_epsilon="0.0" algorithm="mst">
<!-- Column categorization -->
<ignore>
<column name="i_id"/>
<column name="i_data" />
<column name="i_im_id" />
</ignore>
<categorical>
<column name="i_name" />
</categorical>
<!-- Continuous column fine-tuning -->
<continuous>
<column name="i_price" bins="1000" lower="2.0" upper="100.0" />
</continuous>
</differential_privacy>
<!-- Sensitive value handling -->
<value_faking>
<column name="i_name" method="name" locales="en_US" seed="0"/>
</value_faking>
</table>
</anonymization>

<!-- The workload -->
<terminals>1</terminals>
<works>
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