Toward Evaluating Re-identification Risks in the Local Privacy Model

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Toward Evaluating Re-identification Risks in the Local Privacy Model

Transactions on Data Privacy (TDP), 2020

16 October 2020

Kenta Takahashi

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Papers citing "Toward Evaluating Re-identification Risks in the Local Privacy Model"

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Title
Revisiting Locally Differentially Private Protocols: Towards Better Trade-offs in Privacy, Utility, and Attack Resistance Héber H. Arcolezi Sébastien Gambs AAML 303 2 0 03 Mar 2025
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing PerspectiveProceedings on Privacy Enhancing Technologies (PoPETs), 2023 Héber H. Arcolezi Sébastien Gambs 311 5 0 04 Sep 2023
On the Risks of Collecting Multidimensional Data Under Local Differential PrivacyProceedings of the VLDB Endowment (PVLDB), 2022 Héber H. Arcolezi Sébastien Gambs Jean-François Couchot C. Palamidessi 226 17 0 04 Sep 2022
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? Héber H. Arcolezi Jean-François Couchot Denis Renaud Bechara al Bouna X. Xiao AI4TS 213 8 0 01 May 2022
Designing a Location Trace Anonymization ContestProceedings on Privacy Enhancing Technologies (PoPETs), 2021 Takao Murakami Hiromi Arai Koki Hamada Takuma Hatano M. Iguchi ... Hidenobu Oguri Chiemi Watanabe A. Yamada Takayasu Yamaguchi Yuji Yamaoka 189 2 0 22 Jul 2021