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Add random noise to passenger count data #274

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mjaakko opened this issue Mar 27, 2023 · 3 comments
Open

Add random noise to passenger count data #274

mjaakko opened this issue Mar 27, 2023 · 3 comments
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ADO Will be moved to ADO blocked Waiting for something enhancement New feature or request

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@mjaakko
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mjaakko commented Mar 27, 2023

Add random noise to passenger count data to better preserve passenger privacy. Currently passenger count data is published as an enum value (EMPTY, FEW_SEATS_AVAILABLE, etc.). When the value changes, it is possible to detect individual passengers boarding or alighting the vehicle. Add random noise (e.g. ±5%) to the raw vehicle load ratio and calculate the enum value from this.

This change should be done so that Reittiloki will display the same passenger count values

@mjaakko mjaakko added the enhancement New feature or request label Mar 27, 2023
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mjaakko commented Mar 28, 2023

Waltti might have a more robust solution for this, done in cooperation with University of Helsinki. See #topic-waltti-apc channel in Slack for discussion

@mjaakko mjaakko added the blocked Waiting for something label Apr 18, 2023
@teemu8655 teemu8655 added the ADO Will be moved to ADO label May 19, 2023
@teemu8655
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Helsinki university anonymizer is done https://github.com/DPBayes/apc-anonymizer

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