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Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python

Héber Hwang Arcolezi , Jean-François Couchot , Sébastien Gambs , Catuscia Palamidessi , Majid Zolfaghari et al.
ESORICS 2022 - European Symposium on Research in Computer Security, Sep 2022, Copenhague, Denmark. pp.770 - 775, ⟨10.1007/978-3-031-17143-7_40⟩
Conference papers hal-03816212v1
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Frequency Estimation of Evolving Data Under Local Differential Privacy

Héber Hwang Arcolezi , Carlos Pinzón , Catuscia Palamidessi , Sébastien Gambs
EDBT 2023 - 26th International Conference on Extending Database Technology, May 2023, Ioánnina, Greece. pp.512-525, ⟨10.48786/edbt.2023.44⟩
Conference papers hal-03911550v1
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Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates

Héber Hwang Arcolezi , Jean-François Couchot , Bechara Al Bouna , Xiaokui Xiao
Digital Communications and Networks, In press, ⟨10.1016/j.dcan.2022.07.003⟩
Journal articles hal-03727621v1