{"id":"https://openalex.org/W4409739666","doi":"https://doi.org/10.4018/979-8-3373-0265-2.ch006","title":"A Security Scheme Based on Blockchain Technology With Modified Extreme Gradient Boosting Decision Tree-Based Trust Management System for Vehicular Net","display_name":"A Security Scheme Based on Blockchain Technology With Modified Extreme Gradient Boosting Decision Tree-Based Trust Management System for Vehicular Net","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409739666","doi":"https://doi.org/10.4018/979-8-3373-0265-2.ch006"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3373-0265-2.ch006","doi":"https://doi.org/10.4018/979-8-3373-0265-2.ch006","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-0265-2.ch006","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Leveraging VANETs and Blockchain Technology for Urban Mobility","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4409739597","display_name":"Leveraging VANETs and Blockchain Technology for Urban Mobility"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046366361","display_name":"Jafar Ali Ibrahim Syed Masood","orcid":"https://orcid.org/0000-0003-3076-5453","observed_orcids":["https://orcid.org/0000-0003-3076-5453","https://orcid.org/0009-0001-8252-9324"]},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jafar Ali Ibrahim Syed Masood","raw_affiliation_strings":["Vellore Institute of Technology, India"],"raw_orcid":"https://orcid.org/0000-0003-3076-5453","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117280250","display_name":"Chakravarthy N. S. Kalyan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chakravarthy N. S. Kalyan","raw_affiliation_strings":["QIS College of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-5290-1471","affiliations":[{"raw_affiliation_string":"QIS College of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052661202","display_name":"Sathya Sathiskumar","orcid":"https://orcid.org/0000-0002-6145-8627","observed_orcids":["https://orcid.org/0000-0002-6145-8627"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Sathya","raw_affiliation_strings":["Nadar Saraswathi College of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-6145-8627","affiliations":[{"raw_affiliation_string":"Nadar Saraswathi College of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111272009","display_name":"Sarankumar Ramasamy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sarankumar Ramasamy","raw_affiliation_strings":["Karpagam College of Engineering, India"],"raw_orcid":"https://orcid.org/0000-0001-6381-6224","affiliations":[{"raw_affiliation_string":"Karpagam College of Engineering, India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083208788","display_name":"Reynaldo G. Alvez","orcid":"https://orcid.org/0000-0001-5964-2436","observed_orcids":["https://orcid.org/0000-0001-5964-2436"]},"institutions":[{"id":"https://openalex.org/I4210157491","display_name":"Taguig City University","ror":"https://ror.org/010b96m59","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210157491"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Reynaldo G. Alvez","raw_affiliation_strings":["Taguig City University, Philippines"],"raw_orcid":"https://orcid.org/0000-0001-5964-2436","affiliations":[{"raw_affiliation_string":"Taguig City University, Philippines","institution_ids":["https://openalex.org/I4210157491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028132615","display_name":"Dasari Bujji Babu","orcid":"https://orcid.org/0000-0002-5582-0810","observed_orcids":["https://orcid.org/0000-0002-5582-0810"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Bujjibabu","raw_affiliation_strings":["QIS College of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-5582-0810","affiliations":[{"raw_affiliation_string":"QIS College of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035432701","display_name":"Arulmurugan Ramu","orcid":"https://orcid.org/0000-0003-1030-9565","observed_orcids":["https://orcid.org/0000-0003-1030-9565","https://orcid.org/0000-0001-6933-2781"]},"institutions":[{"id":"https://openalex.org/I4210106095","display_name":"Aktobe Regional State University named after K.Zhubanov","ror":"https://ror.org/01mgaqp12","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210106095"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Arulmurugan Ramu","raw_affiliation_strings":["Aktobe Regional State University Named After K. Zhubanov, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-1030-9565","affiliations":[{"raw_affiliation_string":"Aktobe Regional State University Named After K. Zhubanov, Kazakhstan","institution_ids":["https://openalex.org/I4210106095"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1865,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87487657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.0034000000450760126,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10927","display_name":"Access Control and Trust","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vehicular-ad-hoc-networks","display_name":"vehicular ad hoc networks","score":0.9409999847412109},{"id":"https://openalex.org/keywords/blockchain","display_name":"blockchain","score":0.6700000166893005},{"id":"https://openalex.org/keywords/trust-management-systems","display_name":"trust management systems","score":0.8669999837875366},{"id":"https://openalex.org/keywords/malicious-node-detection","display_name":"malicious node detection","score":0.9309999942779541},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8140000104904175},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.9380000233650208},{"id":"https://openalex.org/keywords/reputation-based-trust","display_name":"reputation-based trust","score":0.7419999837875366},{"id":"https://openalex.org/keywords/roadside-units","display_name":"roadside units","score":0.7289999723434448},{"id":"https://openalex.org/keywords/certificate-authority","display_name":"certificate authority","score":0.8949999809265137},{"id":"https://openalex.org/keywords/intelligent-transportation-systems","display_name":"intelligent transportation systems","score":0.6539999842643738},{"id":"https://openalex.org/keywords/network-security","display_name":"network security","score":0.6930000185966492}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9435014724731445},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7130609750747681},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5664490461349487},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.5402438640594482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.522733747959137},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5032224059104919},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.45144718885421753},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45002561807632446},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35048216581344604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18101948499679565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16196602582931519},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3373-0265-2.ch006","doi":"https://doi.org/10.4018/979-8-3373-0265-2.ch006","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-0265-2.ch006","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Leveraging VANETs and Blockchain Technology for Urban Mobility","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/11","score":0.5142999887466431,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2731079083","https://openalex.org/W2787634488","https://openalex.org/W2803109435","https://openalex.org/W2807542381","https://openalex.org/W2887486920","https://openalex.org/W2956303394","https://openalex.org/W2958223668","https://openalex.org/W2972990332","https://openalex.org/W3019828913","https://openalex.org/W3044924504","https://openalex.org/W3045867564","https://openalex.org/W3047685524","https://openalex.org/W3081277392","https://openalex.org/W3118306882","https://openalex.org/W3157235149","https://openalex.org/W4254318721","https://openalex.org/W4285802943","https://openalex.org/W4399647672"],"related_works":["https://openalex.org/W4318712694","https://openalex.org/W4200166494","https://openalex.org/W3017682633","https://openalex.org/W4212917458","https://openalex.org/W6999003355","https://openalex.org/W4241003654","https://openalex.org/W4220973268","https://openalex.org/W3119155617","https://openalex.org/W3132473106","https://openalex.org/W3105705656"],"abstract_inverted_index":{"VANETs":[0,125],"are":[1,102],"crucial":[2],"for":[3,124],"ITS,":[4],"but":[5,115],"their":[6],"wireless":[7],"nature":[8],"poses":[9],"security":[10,23,130],"risks.":[11],"Blockchain":[12],"offers":[13],"secure":[14],"authentication":[15],"and":[16,30,37,42,48,58,68,84,96,105,131],"privacy.":[17],"This":[18],"chapter":[19],"proposes":[20],"a":[21,26,98,121],"BC-based":[22],"system":[24,33],"with":[25],"TMS":[27],"using":[28,40],"RSUs":[29],"CAs.":[31],"The":[32],"identifies":[34],"malicious":[35],"nodes":[36],"forged":[38],"messages":[39],"reputation":[41],"message":[43],"metrics.":[44],"A":[45],"modified":[46],"XGBoost":[47],"decision":[49],"tree":[50],"model":[51,123],"calculate":[52],"trust":[53,60,76,122],"based":[54],"on":[55],"role,":[56],"distance,":[57],"direct":[59],"assessment.":[61],"Experiments":[62],"show":[63],"BC-TMS":[64,90,110],"is":[65,81,111],"efficient,":[66],"resilient,":[67,118],"ensures":[69,127],"VANET":[70],"security.":[71],"Compared":[72],"to":[73,88],"existing":[74],"centric":[75],"models,":[77],"the":[78,106,128],"proposed":[79],"paradigm":[80],"straightforward,":[82],"trustworthy,":[83],"effective.":[85],"In":[86],"order":[87],"test":[89],"in":[91],"terms":[92],"of":[93,100],"safety,":[94],"correctness,":[95],"reliability,":[97],"series":[99],"experiments":[101],"carried":[103],"out,":[104],"findings":[107],"demonstrate":[108],"that":[109,126],"not":[112],"only":[113],"efficient":[114],"also":[116],"highly":[117],"thereby":[119],"establishing":[120],"utmost":[129],"protection.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-04-24T00:00:00"}