What is it about?

his paper investigates how VANETs can overcome the strictly limited bandwidth and privacy issues. Firstly, an aggregation scheme is presented to minimize the required overall bandwidth. Subsequently, a privacy algorithm capable of ensuring user privacy in applications is proposed. This proposed mechanism can not only protect the private data of each individual against the adversaries with arbitrary auxiliary information, but also achieve the optimal accuracy of aggregates.

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Why is it important?

The differentially private aggregation mechanism can protect the privacy of each individual’s data against the adversary even if there is any arbitrary auxiliary information, and achieve the optimal accuracy of aggregates.

Perspectives

This paper investigates how VANETs can overcome the strictly limited bandwidth and privacy issues. This proposed mechanism can not only protect the private data of each individual against the adversaries with arbitrary auxiliary information, but also achieve the optimal accuracy of aggregates

Zemin Gao
Henan University of Technology

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This page is a summary of: A privacy-preserving data aggregation mechanism for VANETs, Journal of High Speed Networks, June 2016, IOS Press,
DOI: 10.3233/jhs-160544.
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