小学、初中、高中各种试卷真题知识归纳文案合同PPT等免费下载www.doc985.com小学、初中、高中各种试卷真题知识归纳文案合同PPT等免费下载www.doc985.com必修第一册Unit3Gettingalongwithothers(2)Ⅰ.阅读理解A(2024·安徽合肥六校考联)Network-basedtechnologieshavebecomeincreasinglywidespread,andtheyarenowbeingusedbycountlessindividuals,professionals,andbusinessesworldwide.Despitetheiradvantages,mostnetwork-basedsystemsarehighlyatriskofmalicious(恶意的)attacks.Theconsequencesofamaliciousattackonnetwork-basedsystemscanbeextremelyharmful.Forinstance,anattackonapowerplantnetworkcouldleavemillionsofindividualsandofficeswithoutelectricity,whileattacksonsocialmedianetworkscanleadtoexposureofuserinformation.Toovercometheweaknessesofnetwork-basedsystems,computerscientistsworldwidehavebeentryingtodevelopadvancedintrusiondetectionsystems(IDSs)(入侵检测系统)thatcouldhelptoidentifymaliciousattacks,increasinganetwork’ssafety.Inrecentyears,machinelearning(ML)algorithms(机器学习算法)havebeenfoundtobeparticularlypromisingforautomaticallydetectingattacksandintrusionsonanetwork’sfunctioning.AnimportantstepinthedevelopmentandtrainingofML-basedIDSsistheselectionofdatafeaturesthatamodelcanrelyorfocusonwhenmakingpredictions.Ideally,byanalyzinglargedatasets,researchersshouldbeabletoidentifythemostsuitablefeaturesforsolvingagiventaskusingMLtools,andthiscanalsobeappliedtointrusiondetection.ResearchersatCanadianUniversityDubaiintheUAEhaverecentlydevelopedanewfeatureselectionmethodthatcouldenablethedevelopmentofmoreeffectiveML-basedIDSs.Thismethodwasfoundtoperformremarkablywellwhencomparedwithothercommonlyemployedfeatureselectiontechniques.Usingthefeaturestheyidentifiedasmostimportantforintrusiondetection,theresearcherscreatedahighlyefficientML-baseddetectionsystem.ThissystemwasfoundtobecapableofdistinguishingbetweenDDoSattacksandharmlessnetworksignalswith99%accuracy.Inthefuture,thefeatureselectionmethoddevelopedbytheresearchersandtheirfindingscouldhelpthedevelopmentofnew,highlyeffectiveIDSs.Inaddition,thesystemtheycreatedusingthefeaturestheyidentifiedcouldbeappliedinreal-worldsettingstodetectmaliciousattacksonrealnetworks.1.Whatdoesparagraph1focusonaboutnetwork-basedtechnologies?A.Theirtargetedusers.B.Theirpopularity.小学、初中、高中各种试卷真题知识归纳文案合同PPT等免费下载www.doc985.com小学、初中、高中各种试卷真题知识归纳文案合同PPT等免费下载www.doc985.comC.Theirpotentialrisk.D.Theiradvantages.2.HowcanIDSsincreasethesafetyofnetworks?A.Bytrackingmaliciousattacks.B.Bystartinganti-virusprograms.C.Bysortingoutuserinformation.D.Byrecognizingmaliciousattacks.3.WhatisthekeytothedevelopmentofML-basedIDSs?A.Solvinggiventasks.B.Selectingreliabledatafeatures.C.Makingaccuratepredictions.D.Analyzinglargeenoughdatasets.4.What’sthepurposeofthetext?A.TointroduceanewtechniqueforIDSs.B.Topromotenetwork-basedtechnologies.C.Toraisepeople’sawarenessofnetworksafety.D.Todiscusswaystodealwithmaliciousattacks.BAmazon’sAlexawillbeabletorevivethevoicesofdeceasedrelatives,allowinguserstofeelasiftheyarespeakingtolostonesbeyondthegrave.Inavideoshownonstage,Amazondemonstratedhow,insteadofAlexa’ssignaturevoicereadingastorytoayoungboy,itwashisgrandmother’svoice.RohitPrasad,anAmazonseniorvicepresident,saidtheupdatedsystemwillbeabletocollectenoughvoicedatafromlessthanaminuteofaudiotomakepersonaliza...