Table Of ContentEngineering 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
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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
