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1、TECHNICA1.REPORTISO/IECTR27563editionFi115t2O23-O5Securityandprivacyinartificia1.inte1.1.igenceusecasesBestpracticesScuritetrespectde1.avieprivedans1.escasdusagedeinte1.1.igenceQrtificie1.1.e-BonnespratiquesISO/IECCOPYRIGHTPROTECTEDDOCUMENTISO/1EC2023IUirhM*hedbdi1.iUedotherwiseupdhi.o啪InPSd1.Mc;Gea
2、trOn1.Wsunmaytheinternetoranintranet,withoutpriorwrittenpermission.PermissioncanberequestedfromeitherISOattheaddressbe1.oworISOsmemberbodyinthecountr)oftherequester.f),WVfifiU81.andonnet8CH-1214Vernier,GenevaPhone:M1.22749O1.11觥ftte:丽丽BQrgPub1.ishedinSwitzer1.andTab1.e(continued)Systemsthreatandnthe
3、SyStemSconsidered,humansgeneraIyremaininthe1.oopandhavethe1.astword,vu1.nerabi1.ities1.imitinganyriskofuncontro1.1.edbiasA1.featuresSDGtobeachievedSJSta1.nab1.eDeve1.opmentGoa1.16:PeaceandJusticeStrongInstitu-tions34A.6MisBehaviourdetectionforV2XThesecaseinTab1.eA.5fo1.1.owstheISO/IECTR24030temp1.at
4、e.Tab1.eA.5MisBehaviourdetectionforV2XIDSC27-4UsecasenameMbBvhavitHifdetection(MBD)forV2XApp1.icationdomain5.C1.1.iucui1.Vt1.SySIC1.1.1.SStatusPoC(2vehic1.es)ScopeObjcctive(三)Vehic1.etoXcommunicationinfrastructure(XInfrastructure,vehic1.es,stations)Intention:useA1.toenab1.emonitoringofsecurityofVZXi
5、nfrastructure.Whatistobeaccomp1.ished:reachsemantic1.eve1.securityofV2Xmessages!rth4tatomnbHtt!i1.fvhdi!jirastructurecanprovidethe1.eve1.ofdependabi1.ityShortwords)V2Xtechno1.ogycandrastica1.1.yreducethenumberofroadaccidents,increase助即之槛次妫诙ICea谶吗f|初觇片剧1苫幽%0胪,尚肺肋5actorinduce1.argecitywidetrafficjamso
6、revenUrgetedaccidents.MisBehaviourdetection(MBD)andmitigationsystemsaimstodetectandpreventthesetotypesofattacks.三三三11descriptionvafnt)1.tingOndm1.d呻耶menHw4用HEGnMnBCC叫(QettH(ITS(MicmMhudpviccareequippedwithV2Xtransmitters.Thesestationscommunicateandshareinformationusingastandardizedcommunicationarchi
7、tecture.,hiscom-h创通(狒nts,e曲岷滔nfesafetye处眺nM丽呻Bfati01研Can的微eco1.ogica1.benefits(zj.鼬#三嬲嫌歌娥嬲斓镰婀aMITSpopentsprovetherefosafeircritica1.and.fai1.ureofisQtofitscomrInrrastructiifccaustropnc.ThereforeitsIrustworthincssany3nimportantconcern,in-particu1.arwhenitcomestocybersecurity.Thisintrastructweinc1.ude
8、s网:thevehic1.ecomponent(p1.atform,on-boardunits(OBUs),27j明W,roadsideeM朋M照耐相Wif1.%8郦Wi照母洛傩Sft蜕网?cantakep1.ace(serviceproviderbackoffice,communicationproviderbackof1.icertrafficinformationsystem,.)(29).andthesupportcomponent(governance,testandcertification,cybersecurityincident).hcprob1.emofcyberattac
9、ksonVZXhasbeenextensive1.yinvestigated网justifyingthedeve1.opmentoffurtherMisBehaviourdetection(MBD)capabi1.*AMWERftMrftJJIIting)inffftIftIhUrJ杪G(vehides,vehcuh照解犯f1.1.双眼院超觇悯KM加髓M9o粼跟脚N蹴hty.duetocyber-attacks.Theg1.oba1.detectionisperformedbytheentityca1.1.edMis1.ehaviourAuthority(MA).TheMAa1.sointer
10、actswiththevehicu1.arPub1.ic椎XteI三斜般45机对f1.侬瞰即曲抓即册ifttedSjkemJbH1.dessM1.WK;theexchangeotmisbehaviourreportsbetweenthe1.oca1.andg1.oba1.detectionentities,usingapredefinedreportingprotoco1.SeeReference31foranexamp1.e.Stakeho1.dersStakeho1.ders*Infrastructureoperatorsinecosystemassets,va1.ues-SystenVs
11、threatandSafetyre1.atedimpact,reputationofOEMtCruscworthHiesfrofITSinfrastructureNewaxesofsecurityattacks.Newaxesofprivacyattacks.DetectionAccuracy(misseddetections(fa1.se-negative)orwrongdetections(fa1.se-positive)reports).Databiasduetovu1.nerabi1.ities陶勒微的蟒trainingsetIocIDation.NameDescriptionRefe
12、rencetousecasemen-Ensuredependab1.eV2XCionedobjectivesV2XsecurityAttackmitigationcommunicationoperatidetection1.atency,ResponsemTab1.e.5(continued)sasrofArning2capabi1.itycapabi1.ity,andrecoveryTab1.e.5(continued)MfeaturesTask(三)Recognitionbasedonon-board1.oca1.detectionandc1.oud-basedg1.oba1.detec-
13、tionofreportingmisbehavingevents.-auacks!heg1.oba1.baseddrtectiononWeivedsystemreportsisexpectedtoCtetectaccurate!)inrea1.-timecybersecurity-tixbrn1.tigatereactionihefuixt100effwistooftheanmBbehavingatudc115nation(revocation,suspension)isSDGtobeSustainab1.eDeve1.opmentGoa1.9:Industry,InnovationandIn
14、frastructureBackeidSecuritysystemAccessNetworkVehicu1.arNetwork1I24)61|819(101(11(121314(1516(17181920|28Bib1.iographyMjmarhp4HtWpietM1.Bft(epen-1.ee7iConferenceFjiftip1.es/of1.ifeInstitute.2017.Avai1.ab1.eEthica1.1.yA1.ignedDesignJstedition.IEEEG1.oba1.InitiativeonEthicsOfAutonomousand!瓦蝌幅W!sfi府服/M贤Io&触t席典hdIeh邵V:StandardS.ieee.org/content/dam/ieeeTheAssessment1.istForTrustworthyArtiHcia1.Inte1.1.igence(AI-TAI).Ju