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.

Tecnología

WebVbasedhSecurityhAnalysishToolh
forhAndroidhApplications
ComputerhSciencehDepartmentPhMetropolitanhCollege
NebiyuhFelekePhTandhyhSimanjuntakPhWenjiehShiPhYutinghZhangPhLouhChitkushevhh
naberraPhtandhyPhwjshiPhdanazhPhltc@bu.edu
Architecture
OnNgoingIWork
OurITool
EveryhfifthhAndroidVbasedhdevicehwithhKasperskyhsolutionshwash
attackedhbyhmalwarehduringhreportedhperiod
OtherIWebNbasedIAnalysisITools
Motivation
www.idc.com
www.kaspersky.com
www.kaspersky.com
Anubis
AIwebIportalIofIandroidIapplicationsIsecurity
ApplicationISecurityIAnalysisIbasedIonICategory
ImplicitIOpenIomponentsIinIFinanceIandIMedicalIApplications
PercentageIofITotalIOverIPrivilegeIApplicationsIbasedIonICategory
ProposedIWork
AIframeworkItoIanalyzeItheIsecurityIofIandroidIapplicationsIthroughIstaticIanalysis
ProposeIandIimplementIaInumberIofImetricsIcomplementaryItoIthoseIinImanyIexistingIwebNbasedIanalysisItools:
IdentifyIOverIPrivilege
IdentifyIReNDelegation
IdentifyIDangerousIPermissionsICombinationI
IdentifyIOpenIComponents
IdentifyIHiddenIFileIandICodeILoading
IdentifyIRootIExploitIandIMaliciousIDomain
AnalysishToolhPage
SearchhToolhPage
ApplicationISecurityIEvolutionIAnalysis
IdentifyIandIclassifyIapplicationsIwithIsimilar
functionalityIbasedIonIapplicationsEIdescriptionsIusingI
keywordIanalysis
InvestigateItheIassociationIbetweenIkeywordsIand
otherIsecurityImetricsIsuchIasIpermissions
PerformIbothIindividualIandIcollectiveIanalysis
ReNdelegation
OpenIComponents
OverNprivilege
DangerousIPermissionsICombination
HiddenIFiles
MaliciousIDomains
RootIExploit
CodeILoading
TypesIofIMetricsIChangedI
DistributionhofhAddedhVulnerabilities DistributionhofhDeletedhVulnerabilities
ProposedIWork
IdentifyImoreIsecurityImetricsIthatIcanIbe
usedIforIevolutionIanalysis,IincludingIthose
usedIinIotherIexistingItools
InvestigateItheIpossibleIsecurityIevolution
patternsIofIapplications
InvestigateItheIpossibleIsecurityIpatternsIofI
applicationsIwithIsimilarIfunctionality
NumberIofITypesIofIMetricsIChangedI
PercentageIofIDatasetI
MetricsIinclude:
DetailsIofIThreeIMetricsI
TypeIofIMetricsI
PercentageIofIDatasetI
NumberIofIAddedIVulnerabilitiesI
PercentageIofIApplicableIDatasetI
PercentageIofIApplicableIDatasetI
NumberIofIDeletedIVulnerabilitiesI
TotalIDownloadedIApplicationsIbasedIonICategory
IPercentageIofIRootIExploitIApplicationsIbasedIonICategory
TotalINumberI
Category
TotalIPercentageI
Category
TotalIPercentageI
Category
InvestigateIpossibleIupdateIattacks,
particularlyIthroughIanomalyIdetection

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Web-based Security Analysis Tool for Android Applications

1. WebVbasedhSecurityhAnalysishToolh forhAndroidhApplications ComputerhSciencehDepartmentPhMetropolitanhCollege NebiyuhFelekePhTandhyhSimanjuntakPhWenjiehShiPhYutinghZhangPhLouhChitkushevhh naberraPhtandhyPhwjshiPhdanazhPhltc@bu.edu Architecture OnNgoingIWork OurITool EveryhfifthhAndroidVbasedhdevicehwithhKasperskyhsolutionshwash attackedhbyhmalwarehduringhreportedhperiod OtherIWebNbasedIAnalysisITools Motivation www.idc.com www.kaspersky.com www.kaspersky.com Anubis AIwebIportalIofIandroidIapplicationsIsecurity ApplicationISecurityIAnalysisIbasedIonICategory ImplicitIOpenIomponentsIinIFinanceIandIMedicalIApplications PercentageIofITotalIOverIPrivilegeIApplicationsIbasedIonICategory ProposedIWork AIframeworkItoIanalyzeItheIsecurityIofIandroidIapplicationsIthroughIstaticIanalysis ProposeIandIimplementIaInumberIofImetricsIcomplementaryItoIthoseIinImanyIexistingIwebNbasedIanalysisItools: IdentifyIOverIPrivilege IdentifyIReNDelegation IdentifyIDangerousIPermissionsICombinationI IdentifyIOpenIComponents IdentifyIHiddenIFileIandICodeILoading IdentifyIRootIExploitIandIMaliciousIDomain AnalysishToolhPage SearchhToolhPage ApplicationISecurityIEvolutionIAnalysis IdentifyIandIclassifyIapplicationsIwithIsimilar functionalityIbasedIonIapplicationsEIdescriptionsIusingI keywordIanalysis InvestigateItheIassociationIbetweenIkeywordsIand otherIsecurityImetricsIsuchIasIpermissions PerformIbothIindividualIandIcollectiveIanalysis ReNdelegation OpenIComponents OverNprivilege DangerousIPermissionsICombination HiddenIFiles MaliciousIDomains RootIExploit CodeILoading TypesIofIMetricsIChangedI DistributionhofhAddedhVulnerabilities DistributionhofhDeletedhVulnerabilities ProposedIWork IdentifyImoreIsecurityImetricsIthatIcanIbe usedIforIevolutionIanalysis,IincludingIthose usedIinIotherIexistingItools InvestigateItheIpossibleIsecurityIevolution patternsIofIapplications InvestigateItheIpossibleIsecurityIpatternsIofI applicationsIwithIsimilarIfunctionality NumberIofITypesIofIMetricsIChangedI PercentageIofIDatasetI MetricsIinclude: DetailsIofIThreeIMetricsI TypeIofIMetricsI PercentageIofIDatasetI NumberIofIAddedIVulnerabilitiesI PercentageIofIApplicableIDatasetI PercentageIofIApplicableIDatasetI NumberIofIDeletedIVulnerabilitiesI TotalIDownloadedIApplicationsIbasedIonICategory IPercentageIofIRootIExploitIApplicationsIbasedIonICategory TotalINumberI Category TotalIPercentageI Category TotalIPercentageI Category InvestigateIpossibleIupdateIattacks, particularlyIthroughIanomalyIdetection

Web-based Security Analysis Tool for Android Applications

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