PPDCA: Privacy-Preserving Crowdsourcing Data Collection and Analysis With Randomized Response

PPDCA: Privacy-Preserving Crowdsourcing Data Collection and Analysis With Randomized Response

Randomized response mechanisms for guaranteeing crowdsourcing data privacy have attracted scholarly attention; aggregators can ensure privacy by collecting only randomized data, and individuals can have plausible deniability regarding their responses. With these mechanisms, analysts employed by orga...

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Bibliographic Details
Main Authors: Yao-Tung Tsou, Bo-Cheng Lin
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Randomized response
local differential privacy
data analysis
randomized data
Online Access:https://ieeexplore.ieee.org/document/8555987/

Internet

https://ieeexplore.ieee.org/document/8555987/

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