Privacy Aware Incentive Mechanism隐私意识激励

Privacy Aware Incentive Mechanism隐私意识激励

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时间:2019-06-24

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1、PrivacyAwareIncentiveMechanismtoCollectMobileDataWhilePreventingDuplicationJunggabSon,DonghyunKim,RasheedHussainy,AladeTokuta,Sung-SikKwon,andJung-TaekSeozxDepartmentofMathematicsandPhysics,NorthCarolinaCentralUniversity,Durham,NC,27707Email:fjson,donghyun.kim,atokut

2、a,skwong@nccu.eduyDepartmentofComputerScience,InnopolisUniversity,Kazan,RussiaEmail:rasheed1984@gmail.comzTheAttachedInstituteofETRI,Daejeon,SouthKorea.Email:seojt@ensec.re.krxCorrespondingAuthor.AbstractTherecenttechnologicaladvancesinmobilede-Previousresearchregardingse

3、nsingdatashowthatthevicessuchassmartphonesfosterawidevarietyofemergingusersareassumedtobevolunteersfortheirapplications[1].applicationswhichconsiderusersastheprovidersaswellasHowever,userscanbeselfishinrealworldandthusareconsumersofthehighlyvaluablerealworlddatafromthelike

4、lynottopermitotherstousetheirresourceswithoutdevices.Interestinglyenough,manyoftheexistingresearchesrelatedtothistopicimplicitlyassumethattheuserswillactivelysufficientcompensation.Therefore,aserviceprovidermaynotprovidemobilesensingdatatoenabletheapplicationswithoutbeable

5、toobtainsufficientamountofsensingdatatorunanycompensation,whichisnotnecessarilytrueformanyreasons,theirapplications.Therefore,anincentiveschemeisneedede.g.extendbatterylifetime,improvesystemperformance,etc.,tomotivateusersandobtainbettersensingdata.However,andthusmanyusers

6、areratherdormantinpractice.Therefore,sensingdatacontainsvariouskindsofsensitiveinformationthereisanurgentneedtodevelopaproperincentivemechanismfortheapplicationstotransformtheuserstobemoreactivesothatisrelatedtousersprivacysuchaslocation,health,activity,thattheapplication

7、scancollectmuch-neededhigh-qualitydata.socialevent,billingandsoon.AnadversarycantracethepathOnecommonkeychallengetorealizetheincentivemechanismsisofauserscarbyanalyzingtrafficsensingdataaswellasfigurehowtopreservetheprivacyoftheusersastheywillberequestedoutaboutusersmedical

8、statusbyanalyzingbodysensingdatatoprovidepossibly-privacy-invasivemobiledata.Ananonymoususedforh

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