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Engineering Cyber-Physical Systems and Critical Infrastructures 3 Jude Hemanth · Danilo Pelusi · Joy Iong-Zong Chen Editors Intelligent Cyber Physical Systems and Internet of Things ICoICI 2022 Engineering Cyber-Physical Systems and Critical Infrastructures Volume 3 SeriesEditor FatosXhafa ,DepartamentdeCiènciesdelaComputació,TechnicalUniversity ofCatalonia,Barcelona,Spain Theaimofthisbookseriesistopresentstateoftheartstudies,researchandbestengi- neeringpractices,real-worldapplicationsandreal-worldcasestudiesfortherisks, security,andreliabilityofcriticalinfrastructuresystemsandCyber-PhysicalSystems. Volumesofthisbookserieswillcovermodelling,analysis,frameworks,digitaltwin simulations of risks, failures and vulnerabilities of cyber critical infrastructures as wellaswillprovideICTapproachestoensureprotectionandavoiddisruptionofvital fields such as economy, utility supplies networks, telecommunications, transports, etc.intheeverydaylifeofcitizens.Theintertwineofcyberandrealnatureofcritical infrastructureswillbe analyzed and challenges of risks,security,and reliabilityof criticalinfrastructuresystemswillberevealed.Computationalintelligenceprovided bysensingandprocessingthroughthewholespectrumofCloud-to-thingcontinuum technologieswillbethebasisforreal-timedetectionofrisks,threats,anomalies,etc. incybercriticalinfrastructuresandwillpromptforhumanandautomatedprotection actions.Finally,studiesandrecommendationstopolicymakers,managers,localand governmentaladministrationsandglobalinternationalorganizationswillbesought. · · Jude Hemanth Danilo Pelusi Joy Iong-Zong Chen Editors Intelligent Cyber Physical Systems and Internet of Things ICoICI 2022 Editors JudeHemanth DaniloPelusi DepartmentofElectronics FacultyofCommunicationSciences andCommunicationEngineering UniversityofTeramo KarunyaInstituteofTechnology Teramo,Italy andSciences Coimbatore,TamilNadu,India JoyIong-ZongChen DepartmentofElectricalEngineering Da-YehUniversity Dacun,Changhua,Taiwan ISSN 2731-5002 ISSN 2731-5010 (electronic) EngineeringCyber-PhysicalSystemsandCriticalInfrastructures ISBN 978-3-031-18496-3 ISBN 978-3-031-18497-0 (eBook) https://doi.org/10.1007/978-3-031-18497-0 ©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 Wearehonoredtodedicatetheproceedings ofICoICI2022toalltheparticipantsand editorsofICoICI2022. Preface ItiswithdeepsatisfactionthatIwritethisprefacetotheproceedingsoftheICoICI 2022heldinJCTCollegeofEngineeringandTechnology,Coimbatore,TamilNadu, India,duringAugust11–12,2022. This conference proceedings volume contains the written versions of most of thecontributionspresentedduringtheconferenceofICoICI2022.Theconference provided a setting for discussing recent developments in a wide variety of topics including Cyber-Physical Systems, Data Communication, Computer Networking, Communicational Technologies, Cryptography, Big Data, Cloud Computing, IoT, andHealthcareInformatics.Theconferencehasbeenagoodopportunityforpartic- ipants coming from various destinations to present and discuss topics in their respectiveresearchareas. ICoICI2022conferencetendstocollectthelatestresearchresultsandapplications onIntelligentCyberPhysicalSystemsandInternetofThings.Itincludesaselection of 65 papers from 302 papers submitted to the conference from universities and industries all over the world. All of accepted papers were subjected to strict peer- reviewing by 2–4 expert referees. The papers have been selected for this volume becauseofqualityandtherelevancetotheconference. ICoICI2022wouldliketoexpressoursincereappreciationtoallauthorsfortheir contributions to this book. We would like to extend our thanks to all the referees for their constructive comments on all papers, especially, we would like to thank tocommitteemembersfortheirhardworking.Finally,wewouldliketothankthe Springerpublicationsforproducingthisvolume. GuestEditors—ICoICI2022 Coimbatore,India Prof.Dr.JudeHemanth Teramo,Italy Dr.DaniloPelusi Dacun,Taiwan Prof.Dr.JoyIong-ZongChen vii Contents TermFrequencyTokenizationforFakeNewsDetection ............... 1 PallaviSuresh, AbhishekShettigar, M.Karunavathi, Ajith, andM.G.RamanathKini AquacultureMonitoringSystemUsingInternetofThings ............. 11 G.V.R.KameshwarRao, T.J.DhivyaShrilaa, I.Akash, andG.Gugapriya AComprehensiveStudyandImplementationofMemoryMalware AnalysiswithItsApplicationfortheCaseStudyofCRIDEX .......... 31 DigvijaySinghandRajeshYadav IoTBasedAntiPoachingofTreesandProtectionofForest ............ 45 E.V.Kameswararao,M.JayaShankar,T.V.SaiLokesh,andE.Terence Artificial Intelligence Based Efficient Activity Recognition withRealTimeImplementationforATMSecurity .................... 57 S.Srinivasan, AL.Vallikannu, AdapaSankarGanesh, IragamreddyRajKumar,andBeereddyVenuGopal TerrorAttackClassificationwiththeApplicationofOrangeData MiningToolandNeo4jSandbox .................................... 69 AnkitRaj,SuchitraA.Khoje,andSagarBhilajiShinde MultipurposeIoTBasedCameraUsingDeepLearning ............... 85 UrvashiDube,SudhishSubramaniam,andG.Sumathi Dr.WatsonAIBasedHealthcareTechnologyProject .................. 101 N.SureshKumar,S.GaneshKarthick,K.P.AswinKumar,S.Balaji, andT.NandhaSastha Empirical and Statistical Comparison of RSA and El-Gamal inTermsofTimeComplexity ....................................... 111 AnkitaKumari,PrashantPranav,SandipDutta,andSoubhikChakraborty ix x Contents IoTCommunicationtoCaptureandStoreDatatoThingspeak CloudUsingNodeMCUandUltrasonicSensor ....................... 121 PriyaJ.PayyappillyandShwetaDour AComprehensiveStudyonCloudComputing:Architecture,Load Balancing,TaskSchedulingandMeta-HeuristicOptimization ......... 137 ShrutiTiwariandChinmayBhatt Balancing Exploration and Exploitation in Nature Inspired ComputingAlgorithm ............................................. 163 K.PraveenKumar, SangeethaSingarapu, MounikaSingarapu, andSwaroopRakeshKarra Blockchain Based Secure, Efficient, and Scalable Platform fortheOrganDonationProcessofHealthcareIndustry ............... 173 KeyurParmar,VadlapudiDevanandKumar,NeduriLeelaPrasanth, Pranoppal,KasaCharanTeja,ShriniwasPatil,andKaushalA.Shah ImageEnhancementinFrequencyDomainFingerprintDetection andMatchingApproach ........................................... 185 SuhasiniS.GoilkarandShashikantS.Goilkar DevelopingMachineLearningBasedMobileAppforAgriculture Application ....................................................... 195 R.DhivyaandN.Shanmugapriya AttackDetectioninIoTUsingMachineLearning—ASurvey .......... 211 SaeedAliHaifaAliandJ.VakulaRani AnExtensiveStudyonLogicEmergingIoTAdiabaticTechniques forLow-PowerCircuit ............................................. 229 T.VijayalakshmiandJ.Selvakumar A Critical Review of Agri-Food Supply Management withTraceabilityandTransparencyUsingBlockchainTechnology ..... 239 SanketAraballiandP.Devaki Face-Anti-spoofingBasedonLivenessDetection ...................... 251 ShivaniMangalandKhushbooAgarwal PDRAnalysisandNetworkOptimizationofRoutingProtocols forEdgeNetworks ................................................. 265 ArchanaRatnaparkhi, RadhikaPurandare, GauriGhule, ShraddhaHabbu,ArtiBang,andPallaviDeshpande Privacy Threat Reduction Using Modified Multi-line Code Generation Algorithm(MMLCGA)forCancelable Biometric Technique(CBT) .................................................. 275 PramodD.Ganjewar,SanjeevJ.Wagh,andAartiL.Gilbile Contents xi Systematic Literature Review—IoT-Based Supply Chain ManagementinIndustry4.0 ........................................ 291 SreeparneshSharmaSivadevuniandSathishKumarRavichandran AReviewonUrbanFloodManagementTechniquesfortheSmart CityandFutureResearch .......................................... 303 AnilMahadeoHingmireandPawanR.Bhaladhare ApplicationofDistributedConstraintOptimizationTechnique forPrivacyPreservationinCyber-PhysicalSystems .................. 319 ManasKumarYogiandA.S.N.Chakravarthy GripAssistingGloveforCharcot-Marie-ToothPatients ............... 329 VarunSarathchandran, JasonVincent, JuelMathaisGeorge, PoluSathwikReddy,andR.Ambika AccidentDetectioninSurveillanceCamera .......................... 345 A.P.Adil,M.G.Anandhu,JeovanElsaJoy,TwinkleS.Karethara, S.Anjali,andB.R.Poorna WheeledRobotsforIsolationWards ................................ 355 U.SahanaandN.Rajesh A Survey on Various Crypto-steganography Techniques forReal-TimeImages .............................................. 365 R.TanyaBinduandT.Kavitha A Lightweight Image Cryptosystem for Multimedia Internet ofThings ......................................................... 375 V.Panchami,ArjunRajasekharan,andMahimaMaryMathews AStudyonParkingSpaceAllocationandRoadEdgeDetection forOptimizingRoadTraffic ........................................ 393 H.VarunChand,SeemaSabharwal,AnilCarie,andS.ArunKumar HumanPhysicalActivitiesBasedCalorieBurnCalculatorUsing LSTM ............................................................ 405 JadhavKalpesh,JadhavRushikesh,KalbandeSwaraj,KattaRohan, andRakhiBharadwaj Alternate Tiny Encryption Algorithm: A Modified Tiny EncryptionAlgorithmforImprovedDataSecurity ................... 425 MehakGupta,NimitAgrawal,andManasRanjanPrusty CrystalClearAnalysisofOpen–SourceAutomationPlatforms ......... 437 KiranJadhav,MangeshNikose,andSagarShinde AReviewPaperonNetworkIntrusionDetectionSystem .............. 453 NongmeikapamThoibaSinghandRamanChadha