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mlpkv's Introduction

DifferentialPrivacywork

My DP work learn DP note and code

DP

Laplace机制的基本实现,用adult数据集

APDPk-means

APDPk-means论文中的实验代码

dataset

使用的数据集

LDP

本地差分隐私代码

basicDP

实现方法所使用的基本函数的包:basic_DP,OLHbasic,RPbasic,SHbasic

basicFunction

一些基本功能函数的包:读取文件,存文件等

DPKV

Differential Privacy Key_Values data work

datapreprocess

每个数据集的处理函数

PCKV

PCKV论文的复现

PrivKV

PrivKV论文的复现

LDPMiner

OLH,RAPPOR,SH,sampling_RP,sampling_SH的复现

mlpkv's People

Contributors

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