ISO IEC TR 27563-2023.docx

TECHNICA1.REPORTISO/IECTR27563editionFi115t2O23-O5Securityandprivacyinartificia1.inte1.1.igenceusecasesBestpracticesScuritetrespectde1.avieprivedans1.escasd'usagedeinte1.1.igenceQrtificie1.1.e-BonnespratiquesISO/IECCOPYRIGHTPROTECTEDDOCUMENT©ISO/1EC2023IUirhM*hedbdi1.iUedotherwiseupdhi.o啪InPSd1.Mc;GeatrOn1.<nm11nr1amaqmr6pW11o即fMM>Wsu°nmaytheinternetoranintranet,withoutpriorwrittenpermission.PermissioncanberequestedfromeitherISOattheaddressbe1.oworISO'smemberbodyinthecountr)oftherequester.f),WV>fifiU81.andonnet8CH-1214Vernier,GenevaPhone：M1.22749O1.11觥ftte:丽丽BQrgPub1.ishedinSwitzer1.andTab1.e(continued)System'sthreatandntheSyStemSconsidered,humansgeneraIyremaininthe1.oopandhavethe1.astword,vu1.nerabi1.ities1.imitinganyriskofuncontro1.1.edbiasA1.featuresSDGtobeachievedSJSta1.nab1.eDeve1.opmentGoa1.16：PeaceandJusticeStrongInstitu-tions34A.6MisBehaviourdetectionforV2XThesecaseinTab1.eA.5fo1.1.owstheISO/IECTR24030temp1.ate.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.emonitoringofsecurityofVZXinfrastructure.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.argecitywidetrafficjamsorevenUrgetedaccidents.MisBehaviourdetection(MBD)andmitigationsystemsaimstodetectandpreventthesetotypesofattacks.三三三11descriptionvafnt)1.tingOndm1.d呻耶menHw4用HEGnMnBCC叫(QettH(ITS(Mi>cmMhudpviccareequippedwithV2Xtransmitters.Thesestationscommunicateandshareinformationusingastandardizedcommunicationarchitecture.,hiscom-h创通(狒nts,e曲岷滔nfesafetye处眺nM丽呻Bfati01研Can的微eco1.ogica1.benefits(z>j.鼬#三嬲嫌歌娥嬲斓镰婀aMITSpopentsprovetherefosafeircritica1.and.fai1.ureofisQtofitscomrInrrastructiifccaustropnc.ThereforeitsIrustworthincssany3nimportantconcern,in-particu1.arwhenitcomestocybersecurity.Thisintrastructweinc1.udes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.emofcyberattacksonVZXhasbeenextensive1.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.sointeractswiththevehicu1.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-SystenVsthreatandSafetyre1.atedimpact,reputationofOEMtCruscworthHiesfrofITSinfrastructureNewaxesofsecurityattacks.Newaxesofprivacyattacks.DetectionAccuracy(misseddetections(fa1.se-negative)orwrongdetections(fa1.se-positive)reports).Databiasduetovu1.nerabi1.ities陶勒微的蟒trainingsetIocIDation.NameDescriptionReferencetousecasemen-Ensuredependab1.eV2XCionedobjectivesV2XsecurityAttackmitigationcommunicationoperatidetection1.atency,ResponsemTab1.e.5(continued)sasrofArning2capabi1.itycapabi1.ity,andrecoveryTab1.e.5(continued)MfeaturesTask(三)Recognitionbasedonon-board1.oca1.detectionandc1.oud-basedg1.oba1.detec-tionofreportingmisbehavingevents.-auacks!heg1.oba1.baseddrtectiononWeivedsystemreportsisexpectedtoCtetectaccurate!)'inrea1.-timecybersecurity-tixbrn1.tigatereactionihefuixt100effwistooftheanmBbehavingatudc115nation(revocation,suspension)isSDGtobeSustainab1.eDeve1.opmentGoa1.9:Industry,InnovationandInfrastructureBackeidSecuritysystemAccessNetworkVehicu1.arNetwork1I24)61|819(101(11(121314(1516(17181920|28Bib1.iographyMjmarhp4HtWpietM1.Bft(epen-1.ee7iConferenceFjift¾ip1.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