Location Privacy Protection for Smartphone Users

Location Privacy Protection for Smartphone Users

ID:18568449

大小:656.85 KB

页数:12页

时间:2018-09-18

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1、LocationPrivacyProtectionforSmartphoneUsersKassemFawazandKangG.ShinDept.ofElectricalEngineeringandComputerScience,UniversityofMichiganAnnArbor,Michigan,USA{kmfawaz,kgshin}@umich.eduABSTRACTThesethreatsrangefromanadversary’sabilitytolocalizeanindi-vidualtoprofilingandidentifyinghimbasedont

2、heplaceshevisits.Assmartphonesareincreasinglyusedtorunappsthatprovideuserswithlocation-basedservices,theusers’locationprivacyhasbe-Motivation:comeamajorconcern.Existingsolutionstothisconcernaredefi-cientintermsofpracticality,efficiency,andeffectiveness.Toad-Toassessusers’perceptionsoflocat

3、ionprivacyandlocation-aware1dressthisproblem,wedesign,implement,andevaluateLP-Guardian,apps,wesurveyed180smartphoneusers.Werecruited70partic-anovelandcomprehensiveframeworkforlocationprivacyprotec-ipantsthroughsocialnetworkannouncementsandtherestthroughtionforAndroidsmartphoneusers.LP-Gu

4、ardianovercomestheAmazonMechanicalTurk.WechoseMechanicalTurkworkersshortcomingsofexistingapproachesbyaddressingthetracking,whohaveachieved“masterqualification,"i.e.,thosewhohaveshownprofiling,andidentificationthreatswhilemaintainingappfunction-highcompetencyofperformingtasks.ality.Wehaveimp

5、lementedandevaluatedLP-GuardianonAn-Wefindthesurveyresultssupportingthedeploymentofalo-droid4.3.1.OurevaluationresultsshowthatLP-Guardianeffec-cationprivacyprotectionmechanism.78%oftheparticipantsbe-tivelythwartstheprivacythreats,withoutdeterioratingtheuser’slievethatappsaccessingtheirloc

6、ationcanposeprivacythreats.experience(lessthan10%overheadindelayandenergy).Also,Also,85%ofthemreportedthattheycareaboutwhoaccessestheirLP-Guardian’sprivacyprotectionisshowntobeachievedatatol-locationinformation,comparedto87%reportedbyaMicrosofterablelossinappfunctionality.survey[27]twoye

7、arsago.UsersareevenexpectedtobemoresensitivetowardsthisissueinrelationtotherecentrevelationsonCategoriesandSubjectDescriptorsgovernmentaccessingtheirlocationascollectedbyapps[3].In-terestingly,52%ofthesurveyedindividualsstatednoprobleminC.2.0[COMPUTER-COMMUNICATIONNETWORK

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