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Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates

  • Published:2022-07 Issue: Volume: Page:
  • ISSN:2352-8648
  • Container-title:Digital Communications and Networks
  • language:en
  • Short-container-title:Digital Communications and Networks

Author:

Arcolezi Héber H.,Couchot Jean-FrançoisORCID,Al Bouna Bechara,Xiao Xiaokui

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture

Reference56 articles.

1. Calibrating noise to sensitivity in private data analysis;Dwork,2006

2. Differential privacy;Dwork,2006

3. The algorithmic foundations of differential privacy;Dwork;Found. Trends® Theor. Comput. Sci.,2014

4. Google COVID-19 Community Mobility Reports: Anonymization Process Description;Aktay,2020

5. Linkedin's audience engagements API: a privacy preserving data analytics system at scale;Rogers;J. Priv. Confid.,2021

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1. Trajectory-aware privacy-preserving method with local differential privacy in crowdsourcing;EURASIP Journal on Information Security;2024-09-02

2. Streaming Data Collection With a Private Sketch-Based Protocol;IEEE Internet of Things Journal;2024-08-01

3. On the impact of multi-dimensional local differential privacy on fairness;Data Mining and Knowledge Discovery;2024-05-27

4. Answering Spatial Density Queries Under Local Differential Privacy;IEEE Internet of Things Journal;2024-05-15

5. Longitudinal attacks against iterative data collection with local differential privacy;Turkish Journal of Electrical Engineering and Computer Sciences;2024-02-07
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