On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-01-01
|
Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-021-27566-0 |
_version_ | 1819007216963813376 |
---|---|
author | Florimond Houssiau Luc Rocher Yves-Alexandre de Montjoye |
author_facet | Florimond Houssiau Luc Rocher Yves-Alexandre de Montjoye |
author_sort | Florimond Houssiau |
collection | DOAJ |
first_indexed | 2024-12-21T00:21:04Z |
format | Article |
id | doaj.art-ed8419f0356e4522872a7edd89c558c0 |
institution | Directory Open Access Journal |
issn | 2041-1723 |
language | English |
last_indexed | 2024-12-21T00:21:04Z |
publishDate | 2022-01-01 |
publisher | Nature Portfolio |
record_format | Article |
series | Nature Communications |
spelling | doaj.art-ed8419f0356e4522872a7edd89c558c02022-12-21T19:22:06ZengNature PortfolioNature Communications2041-17232022-01-011311310.1038/s41467-021-27566-0On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location dataFlorimond Houssiau0Luc Rocher1Yves-Alexandre de Montjoye2Department of Computing, Imperial College LondonDepartment of Computing, Imperial College LondonDepartment of Computing, Imperial College Londonhttps://doi.org/10.1038/s41467-021-27566-0 |
spellingShingle | Florimond Houssiau Luc Rocher Yves-Alexandre de Montjoye On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data Nature Communications |
title | On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data |
title_full | On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data |
title_fullStr | On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data |
title_full_unstemmed | On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data |
title_short | On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data |
title_sort | on the difficulty of achieving differential privacy in practice user level guarantees in aggregate location data |
url | https://doi.org/10.1038/s41467-021-27566-0 |
work_keys_str_mv | AT florimondhoussiau onthedifficultyofachievingdifferentialprivacyinpracticeuserlevelguaranteesinaggregatelocationdata AT lucrocher onthedifficultyofachievingdifferentialprivacyinpracticeuserlevelguaranteesinaggregatelocationdata AT yvesalexandredemontjoye onthedifficultyofachievingdifferentialprivacyinpracticeuserlevelguaranteesinaggregatelocationdata |