Locally Differential Private Frequency Estimation with Consistency: LDP的主流后处理算法

2024-05-12 11:05:39

Locally Differential Private Frequency Estimation with Consistency

目录

Locally Differential Private Frequency Estimation with Consistency
- 1. INTRODUCTION
- - 国内外研究现状：
  - 利用先验知识引入bias偏差
  - 实验
- 2. PROBLEM SETTING
- 3. FREQUENCY ORACLE PROYOCOLS
- - 3.1 Generalized Random Response ——GRR
  - 3.2 Optimized Local Hashing OLH
  - 3.3 Accuracy
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