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
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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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