Compute Sensitivities for COUNT, SUM, PRIVACY_ID_COUNT

OpenMined / PipelineDP

PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.

https://pipelinedp.io/

Apache License 2.0

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Compute Sensitivities for COUNT, SUM, PRIVACY_ID_COUNT #428

Closed dvadym closed 1 year ago

dvadym commented 1 year ago

This is the part of the refactoring for making adding noise more OOP. This refactoring is for supporting PLD and l1 sensitivities in future.