https://github.com/r0cketr1kky/DiffPrivacy.jl

A library to implement Differential Privacy techniques over statistical databases in Julia
https://github.com/r0cketr1kky/DiffPrivacy.jl

Last synced: 2 months ago
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A library to implement Differential Privacy techniques over statistical databases in Julia

• Host: GitHub
• URL: https://github.com/r0cketr1kky/DiffPrivacy.jl
• Owner: r0cketr1kky
• License: mit
• Created: 2020-01-26T20:44:33.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2021-04-28T06:28:05.000Z (about 5 years ago)
• Last Synced: 2026-02-20T02:58:28.812Z (4 months ago)
• Language: Julia
• Homepage:
• Size: 62.5 KB
• Stars: 5
• Watchers: 1
• Forks: 2
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-julia-security - DiffPrivacy.jl - Library implementing differential privacy techniques over statistical databases. (Privacy and Anonymity / Differential Privacy)

README

          
# DiffPrivacy.jl

[![Build Status](https://travis-ci.com/r0cketr1kky/DiffPrivacy.jl.svg?branch=master)](https://travis-ci.com/r0cketr1kky/DiffPrivacy.jl)

A library to implement Differential Privacy techniques over statistical databases in Julia

DiffPrivacy.jl makes it easier to implement noise in statistical databases to perform a sensitive query. 




This library brings both Julia's crytographic community and statistics community together.

## Installation

```julia

Pkg.add("DiffPrivacy")

```

## Usage

```julia

julia> using DiffPrivacy

julia> DiffPrivacy.sum_sensitivity([1,3,5,7])

7

```