Web-based Security Analysis Tool for Android Applications

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a web-based security analysis tool for android applications poster session at Advanced Cyber Security Center Annual Conference 2014, Boston, Nov 5th, 2014.

Technologie

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forhAndroidhApplications
ComputerhSciencehDepartmentPhMetropolitanhCollege
NebiyuhFelekePhTandhyhSimanjuntakPhWenjiehShiPhYutinghZhangPhLouhChitkushevhh
naberraPhtandhyPhwjshiPhdanazhPhltc@bu.edu
Architecture
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EveryhfifthhAndroidVbasedhdevicehwithhKasperskyhsolutionshwash
attackedhbyhmalwarehduringhreportedhperiod
OtherIWebNbasedIAnalysisITools
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www.idc.com
www.kaspersky.com
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ApplicationISecurityIAnalysisIbasedIonICategory
ImplicitIOpenIomponentsIinIFinanceIandIMedicalIApplications
PercentageIofITotalIOverIPrivilegeIApplicationsIbasedIonICategory
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AIframeworkItoIanalyzeItheIsecurityIofIandroidIapplicationsIthroughIstaticIanalysis
ProposeIandIimplementIaInumberIofImetricsIcomplementaryItoIthoseIinImanyIexistingIwebNbasedIanalysisItools:
IdentifyIOverIPrivilege
IdentifyIReNDelegation
IdentifyIDangerousIPermissionsICombinationI
IdentifyIOpenIComponents
IdentifyIHiddenIFileIandICodeILoading
IdentifyIRootIExploitIandIMaliciousIDomain
AnalysishToolhPage
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ApplicationISecurityIEvolutionIAnalysis
IdentifyIandIclassifyIapplicationsIwithIsimilar
functionalityIbasedIonIapplicationsEIdescriptionsIusingI
keywordIanalysis
InvestigateItheIassociationIbetweenIkeywordsIand
otherIsecurityImetricsIsuchIasIpermissions
PerformIbothIindividualIandIcollectiveIanalysis
ReNdelegation
OpenIComponents
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DistributionhofhAddedhVulnerabilities DistributionhofhDeletedhVulnerabilities
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IdentifyImoreIsecurityImetricsIthatIcanIbe
usedIforIevolutionIanalysis,IincludingIthose
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InvestigateItheIpossibleIsecurityIevolution
patternsIofIapplications
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PercentageIofIApplicableIDatasetI
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TotalINumberI
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TotalIPercentageI
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InvestigateIpossibleIupdateIattacks,
particularlyIthroughIanomalyIdetection

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Web-based Security Analysis Tool for Android Applications

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