Search results for "user profiling clustering mechanism"

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Multi-party metering: An architecture for privacy-preserving profiling schemes

2013

Several privacy concerns about the massive deploy- ment of smart meters have been arisen recently. Namely, it has been shown that the fine-grained temporal traces generated by these meters can be correlated with different users behaviors. A new architecture, called multi-party metering, for enabling privacy-preserving analysis of high-frequency metering data without requiring additional complexity at the smart meter side is here proposed. The idea is to allow multiple entities to get a share of the high-frequency metering data rather than the real data, where this share does not reveal any information about the real data. By aggregating the shares provided by different users and publishing …

OptimizationInformation privacyEngineeringtatistical analysiSmart meterDistributed computingpattern clusteringC.2 COMPUTER-COMMUNICATION NETWORKSSmart gridelectricity supply industryComputer securitycomputer.software_genreCOMPUTER-COMMUNICATION NETWORKSElectricityClustering algorithmProfiling (information science)Metering modemart meterIndexeArchitectureCluster analysisgas industrydata privacybusiness.industrySettore ING-INF/03 - TelecomunicazioniComplexity theoryreal gas consumption dataVectorsA sharehigh-frequency metering datamultiparty meteringInformation sensitivityynthetic electricity consumption dataCryptographyprivacy-preserving profiling schemeprivacy-preserving analysibusinesscomputeruser profiling clustering mechanismMulti-Party Metering
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