IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-021-27566-0.html
   My bibliography  Save this article

On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data

Author

Listed:
  • Florimond Houssiau

    (Imperial College London
    Alan Turing Institute, 2QR, John Dodson House)

  • Luc Rocher

    (Imperial College London
    University of Oxford)

  • Yves-Alexandre Montjoye

    (Imperial College London)

Abstract

No abstract is available for this item.

Suggested Citation

  • Florimond Houssiau & Luc Rocher & Yves-Alexandre Montjoye, 2022. "On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data," Nature Communications, Nature, vol. 13(1), pages 1-3, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-021-27566-0
    DOI: 10.1038/s41467-021-27566-0
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-27566-0
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1038/s41467-021-27566-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Aleix Bassolas & Hugo Barbosa-Filho & Brian Dickinson & Xerxes Dotiwalla & Paul Eastham & Riccardo Gallotti & Gourab Ghoshal & Bryant Gipson & Surendra A. Hazarie & Henry Kautz & Onur Kucuktunc & Alli, 2019. "Hierarchical organization of urban mobility and its connection with city livability," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shang, Hua & Jiang, Li & Pan, Xianyou & Pan, Xiongfeng, 2022. "Green technology innovation spillover effect and urban eco-efficiency convergence: Evidence from Chinese cities," Energy Economics, Elsevier, vol. 114(C).
    2. Weihua Lei & Luiz G. A. Alves & Luís A. Nunes Amaral, 2022. "Forecasting the evolution of fast-changing transportation networks using machine learning," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    3. Li, Ze-Tao & Nie, Wei-Peng & Cai, Shi-Min & Zhao, Zhi-Dan & Zhou, Tao, 2023. "Exploring the topological characteristics of urban trip networks based on taxi trajectory data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 609(C).
    4. Bishawjit Mallick & Chup Priovashini & Jochen Schanze, 2023. "“I can migrate, but why should I?”—voluntary non-migration despite creeping environmental risks," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    5. Å pela VerovÅ¡ek & Tadeja ZupanÄ iÄ & Matevž JuvanÄ iÄ & Simon PetrovÄ iÄ & Matija Svetina & Miha Janež & Žiga PuÅ¡nik & Iztok Lebar Bajec & Miha MoÅ¡kon, 2021. "The Aspect of Mobility and Connectivity While Assessing the Neighbourhood Sustainability," Academic Journal of Interdisciplinary Studies, Richtmann Publishing Ltd, vol. 10, May.
    6. Wang, Ziyulong & Huang, Ketong & Massobrio, Renzo & Bombelli, Alessandro & Cats, Oded, 2024. "Quantification and comparison of hierarchy in Public Transport Networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 634(C).
    7. Chao Fan & Yang Yang & Ali Mostafavi, 2024. "Neural embeddings of urban big data reveal spatial structures in cities," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    8. Lv, Ying-Yue & Yan, Xiao-Yong & Jia, Bin & Yang, Yitao & Liu, Erjian, 2024. "Quantifying the overall spatial distribution characteristics of urban heavy truck trips: The case of China," Journal of Transport Geography, Elsevier, vol. 115(C).
    9. Pengjun Zhao & Hao Wang & Qiyang Liu & Xiao-Yong Yan & Jingzhong Li, 2024. "Unravelling the spatial directionality of urban mobility," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    10. You, Geonhwa, 2024. "A comprehensive approach for calibrating anthropogenic effects on atmosphere degradation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    11. Jisung Yoon & Woo-Sung Jung & Hyunuk Kim, 2022. "COVID-19 confines recreational gatherings in Seoul to familiar, less crowded, and neighboring urban areas," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-8, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-021-27566-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.