Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
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Sep 7, 2023 - Python
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rappor
Here are 7 public repositories matching this topic...
Multiple Frequency Estimation Under Local Differential Privacy in Python
microsoft google longitudinal-data data-privacy differential-privacy frequency-estimation multidimensional-data rappor local-differential-privacy differential-privacy-algorithm dbitflippm ldp-protocols
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Jul 15, 2023 - Python
Apple Differential Privacy Implementation
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Feb 26, 2021 - Jupyter Notebook
Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".
ldp longitudinal-data differential-privacy longitudinal-studies rappor local-differential-privacy dbitflippm ldp-protocols ldp-mechanism
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Aug 1, 2023 - Python
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Oct 20, 2019 - JavaScript
C implementation of privacy preserving metrics reporting using Rappor (Randomized Aggregatable Privacy Preserving Ordinal Responses), with Qt integration
qt privacy cpp metrics cpp17 metrics-gathering metrics-library privacy-protection privacy-preserving rappor privacy-by-design qt6
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Dec 10, 2020 - C
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Jul 9, 2018 - Python
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