COVID-19 Vaccination Search Insights : Anonymization Process Description ( version 1 . 0 )

Shailesh Bavadekar,Adam Boulanger,John Davis,Damien Desfontaines, Evgeniy, Gabrilovich,Krishna Gadepalli,Badih Ghazi, Tague Griffith,Jai Gupta, Chaitanya, Kamath,Dennis Kraft, Ravi Kumar, Akim Kumok,Yael Mayer,Pasin Manurangsi, Arti, Patankar,Irippuge Milinda Perera,Chris Scott,Tomer Shekel,Karen Smith, Charlotte, Stanton,Mimi Sun,Mark Young

semanticscholar（2021）

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摘要

This report describes the aggregation and anonymization process applied to the COVID-19 Vaccination Search Insights [1], a publicly available dataset showing aggregated and anonymized trends in Google searches related to COVID-19 vaccination. The applied anonymization techniques protect every user’s daily search activity related to COVID-19 vaccinations with (ε, δ)-differential privacy for ε = 2.19 and δ = 10.

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