入侵检测数据集2

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1、2013IEEEWirelessCommunicationsandNetworkingConference(WCNC):SERVICES&APPLICATIONS1GenerationofanewIDSTestDataset:TimetoRetiretheKDDCollectionGideonCreech,StudentMember,IEEE,andJiankunHuy,Member,IEEEAbstract—Intrusiondetectionsystemsaregenerallytestedtheouterperimeterisbypassedthenonlyintern

2、alsecurityusingdatasetscompiledattheendoflastcentury,justifiedmeasuresstandbetweenanattackerandcriticaldata.bytheneedforpubliclyavailabletestdataandthelackofHost-basedIntrusionDetectionSystems(HIDS)representanyotheralternativedatasets.Prominentamongstthislegacyoneofthemosteffectivemeansofdef

3、eatinganattackergroupistheKDDproject.Whilstaseminalcontributionatthetimeofcompilation,thesedatasetsnolongerrepresentrelevantwhohasbypassedtheouterperimeterofthenetwork[5].architectureorcontemporaryattackprotocols,andarebesetbyHIDSareasubsetofIntrusionDetectionSystems(IDS),anddatacorruptions

4、andinconsistencies.Hence,testingofnewIDSmonitortheactivityonasinglehost.Bycontrast,NetworkIDSapproachesagainstthesedatasetsdoesnotprovideaneffectivemonitorcommunicationsbetweenhosts,andattempttodetectperformancemetric,andcontributestoerroneousefficacyclaims.maliciousactivitypresentinthatnetw

5、orktraffic.SignificantThispaperintroducesanewpubliclyavailabledatasetwhichisrepresentativeofmodernattackstructureandmethodology.researchefforthasbeenexpendedoverthepastdecadesinThenewdatasetiscontrastedwiththelegacydatasets,andtheimprovingHIDSperformance[6].Thisresearchhascentredperformancedi

6、fferenceofcommonlyusedintrusiondetectionontwomainmethodologies.algorithmsishighlighted.Thefirstmethodologyissignature-baseddetection.Usingthisapproach,templatesofknownattackpatternsaredis-tributedbyacentralauthority,andtheIDSthenmatchesI.INTRODUCTIONobservedbehaviouragainstthesetemplates.Thi

7、sapproachisComputersecurityisafundamentalpartofmodernlife.similartoantivirusmethods,andprovidesareasonablelevelRegardlessofwhetheracomputerisastand-alonesystemofaccuracyagainstknownattacks.Thecriticalweaknessofoperatedbyaprivateuserorasinglenodeinalargec