PTT: Piecewise Transformation Technique for Analyzing Numerical Data Under Local Differential Privacy-Reference-Cited by-同舟云学术

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PTT: Piecewise Transformation Technique for Analyzing Numerical Data Under Local Differential Privacy

Published:2024-10 Issue:10 Volume:23 Page:9518-9531
ISSN:1536-1233
Container-title:IEEE Transactions on Mobile Computing
language:
Short-container-title:IEEE Trans. on Mobile Comput.

Author:

Ma Fei¹^ORCID,Zhu Renbo²^ORCID,Wang Ping³^ORCID

Affiliation:

1. School of Computer Science, Northwestern Polytechnical University, Xi’an, China

2. School of Software and Microelectronics, Peking University, Beijing, China

3. National Engineering Research Center for Software Engineering, School of Software and Microelectronics, Peking University, Beijing, China

Funder

National Key Research and Development Plan

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/7755/10663873/10430379.pdf?arnumber=10430379

Reference30 articles.

1. Differential Privacy

2. Calibrating Noise to Sensitivity in Private Data Analysis

3. Locally differentially private analysis of graph statistics;Imola

4. Locally Differentially Private Heavy Hitter Identification

5. Locally differentially-private randomized response for discrete distribution learning;Pastore;J. Mach. Learn. Res.,2021

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