International Conference on Cyber Security, Privacy and Networking (ICSPN 2022) PDF
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Lecture Notes in Networks and Systems 599 Nadia Nedjah Gregorio Martínez Pérez B. B. Gupta Editors International Conference on Cyber Security, Privacy and Networking (ICSPN 2022) Lecture Notes in Networks and Systems Volume 599 SeriesEditor JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences, Warsaw,Poland AdvisoryEditors FernandoGomide,DepartmentofComputerEngineeringandAutomation—DCA, SchoolofElectricalandComputerEngineering—FEEC,Universityof Campinas—UNICAMP,SãoPaulo,Brazil OkyayKaynak,DepartmentofElectricalandElectronicEngineering, BogaziciUniversity,Istanbul,Turkey DerongLiu,DepartmentofElectricalandComputerEngineering,Universityof IllinoisatChicago,Chicago,USA InstituteofAutomation,ChineseAcademyofSciences,Beijing,China WitoldPedrycz,DepartmentofElectricalandComputerEngineering,Universityof Alberta,Alberta,Canada SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland MariosM.Polycarpou,DepartmentofElectricalandComputerEngineering, KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus, Nicosia,Cyprus ImreJ.Rudas,ÓbudaUniversity,Budapest,Hungary JunWang,DepartmentofComputerScience,CityUniversityofHongKong, Kowloon,HongKong The series “Lecture Notes in Networks and Systems” publishes the latest developmentsinNetworksandSystems—quickly,informallyandwithhighquality. Originalresearchreportedinproceedingsandpost-proceedingsrepresentsthecore ofLNNS. VolumespublishedinLNNSembraceallaspectsandsubfieldsof,aswellasnew challengesin,NetworksandSystems. The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems and other. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid disseminationofresearchoutput. Theseriescoversthetheory,applications,andperspectivesonthestateoftheart andfuturedevelopmentsrelevanttosystemsandnetworks,decisionmaking,control, complexprocessesandrelatedareas,asembeddedinthefieldsofinterdisciplinary andappliedsciences,engineering,computerscience,physics,economics,social,and lifesciences,aswellastheparadigmsandmethodologiesbehindthem. IndexedbySCOPUS,INSPEC,WTIFrankfurteG,zbMATH,SCImago. AllbookspublishedintheseriesaresubmittedforconsiderationinWebofScience. ForproposalsfromAsiapleasecontactAnindaBose([email protected]). · · Nadia Nedjah Gregorio Martínez Pérez B. B. Gupta Editors International Conference on Cyber Security, Privacy and Networking (ICSPN 2022) Editors NadiaNedjah GregorioMartínezPérez DepartmentofElectronicsEngineering UniversityofMurcia andTelecommunications Murcia,Spain StateUniversityofRiodeJaneiro RiodeJaneiro,Brazil B.B.Gupta AsiaUniversity Taichung,Taiwan ISSN 2367-3370 ISSN 2367-3389 (electronic) LectureNotesinNetworksandSystems ISBN 978-3-031-22017-3 ISBN 978-3-031-22018-0 (eBook) https://doi.org/10.1007/978-3-031-22018-0 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface TheInternationalConference onCyberSecurity,PrivacyandNetworking(ICSPN 2022), held online, is a forum intended to bring high-quality researchers, practi- tioners,andstudentsfromavarietyoffieldsencompassinginterestsinmassivescale complexdatanetworksandbig-dataemanatingfromsuchnetworks. Coretopicsofinterestincludedsecurityandprivacy,authentication,privacyand securitymodels,intelligentdataanalysisforsecurity,bigdataintelligenceinsecu- rity and privacy, deep learning in security and privacy, identity and trust manage- ment, AI and machine learning for security, data mining for security and privacy, data privacy, etc. The conference welcomes papers of either practical or theoret- ical nature, presenting research or applications addressing all aspects of security, privacy,andnetworking,thatconcernstoorganizationsandindividuals,thuscreating newresearchopportunities.Moreover,theconferenceprogramwillincludevarious tracks, special sessions, invited talks, presentations delivered by researchers from the international community, and keynote speeches. A total of 115 papers were submitted,fromwhich38wereacceptedasregularpapers. This conference would not have been possible without the support of a large number of individuals. First, we sincerely thank all authors for submitting their high-qualityworktotheconference.WealsothankallTechnicalProgramCommittee members and reviewers, sub-reviewers for their willingness to provide timely and detailedreviewsofallsubmissions.WorkingduringtheCOVID-19pandemicwas especiallychallenging,andtheimportanceofteamworkwasallthemorevisibleas we worked toward the success of the conference. We also offer our special thanks tothepublicityandpublicationchairsfortheirdedicationindisseminatingthecall, andencouragingparticipationinsuchchallengingtimes,andthepreparationofthese proceedings.Specialthanksarealsoduetothespecialtrackschair,financechair,and v vi Preface thewebchair.Lastly,thesupportandpatienceofSpringerstaffmembersthroughout theprocessarealsoacknowledged. RiodeJaneiro,Brazil NadiaNedjah Taichung,Taiwan B.B.Gupta Murcia,Spain GregorioMartínezPérez September2022 Organization OrganizingCommittee HonoraryChairs JieWu TempleUniversity,USA ValentinaE.Balas AurelVlaicuUniversityofArad,Romania AmiyaNayak Professor,UniversityofOttawa,Canada XiangYang SwinburneInstituteofTechnologyAustralia ZhiliZhou Nanjing University of Information Science and Technology, NUIST,China MichaelSheng MacquarieUniversity,Sydney,Australia GeneralChairs NadiaNedjah StateUniversityofRiodeJaneiro,Brazil GregorioMartínezPérez UniversityofMurcia(UMU),Spain DraganPerakovic´ UniversityofZagreb,Croatia ProgramChairs FrancescoPalmieri UniversityofSalerno,Italy B.B.Gupta AsiaUniversity,Taichung,Taiwan vii viii Organization PublicityChairs KwokTaiChui TheOpenUniversityofHongKong,HongKong FrancescoColace UniversityofSalerno,Italy WadeeAlhalabi DepartmentofComputerScience,KAU,SaudiArabia MiladTalebyAhvanooey NanjingUniversity(NJU),China PublicationChairs DeepakGupta FounderandCEO,LoginRadiusInc.,Canada ShingoYamaguchi YamaguchiUniversity,Japan FranciscoJoséGarcía-Peñalvo UniversityofSalamanca,Spain IndustryChairs SrivathsanSrinivasagopalan AT&T,USA SureshVeluru United Technologies Research Centre Ireland, Ltd., Ireland SugamSharma FounderandCEO,eFeed-Hungers.com,USA Contents DataMiningTechniquesforIntrusionDetectionontheInternet ofThingsField .................................................... 1 MarcoCarratù, FrancescoColace, AngeloLorusso, AntonioPietrosanto,DomenicoSantaniello,andCarmineValentino DetectingRumorsTransformedfromHongKongCopypasta .......... 11 Yin-ChunFung,Lap-KeiLee,KwokTaiChui,IanCheuk-YinLee, MorrisTsz-OnChan,JakeKa-LokCheung,MarcoKwan-LongLam, Nga-InWu,andMarkusLu Predictive Model Building for Pain Intensity Using Machine LearningApproach ................................................ 24 AhmadAl-Qerem, BatoolAlarmouty, AhmadNabot, andMohammadAl-Qerem AnalysisofN-WayK-ShotMalwareDetectionUsingFew-Shot Learning ......................................................... 33 KwokTaiChui,BrijB.Gupta,Lap-KeiLee,andMiguelTorres-Ruiz EfficientFeatureSelectionApproachforDetectionofPhishing URLofCOVID-19Era ............................................ 45 MdSaifAliandAnkitKumarJain OptimalFeatureSelectiontoImproveVehicularNetworkLifetime ..... 57 SakshiGarg,DeeptiMehrotra,SujataPandey,andHariMohanPandey MachineLearningBasedTwo-TierSecurityMechanismforIoT DevicesAgainstDDoSAttacks ...................................... 69 DomenicoSantaniello, AkshatGaurav, WadeeAlhalabi, andFrancescoColace ix
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