{"id":"https://openalex.org/W4286300255","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824974","title":"Sybil Attack Detection in VANETs using an AdaBoost Classifier","display_name":"Sybil Attack Detection in VANETs using an AdaBoost Classifier","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4286300255","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824974"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824974","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"article","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/A5074344398","display_name":"Dhia Eddine Laouiti","orcid":null},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Dhia Eddine Laouiti","raw_affiliation_strings":["CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France"],"affiliations":[{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","institution_ids":["https://openalex.org/I96226040"]},{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107654985","display_name":"Marwane Ayaida","orcid":null},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marwane Ayaida","raw_affiliation_strings":["CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France"],"affiliations":[{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","institution_ids":["https://openalex.org/I96226040"]},{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066263647","display_name":"Nadhir Messai","orcid":"https://orcid.org/0000-0001-8248-9839"},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadhir Messai","raw_affiliation_strings":["CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France"],"affiliations":[{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne,Reims,France","institution_ids":["https://openalex.org/I96226040"]},{"raw_affiliation_string":"CReSTIC, Campus Moulin de La Housse Universite de Reims Champagne-Ardenne, Reims, France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050086008","display_name":"Sameh Najeh","orcid":"https://orcid.org/0000-0002-7440-4185"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sameh Najeh","raw_affiliation_strings":["University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022068194","display_name":"Le\u00efla Najjar","orcid":"https://orcid.org/0000-0002-8819-8618"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Leila Najjar","raw_affiliation_strings":["University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013345589","display_name":"Ferdaous Chaabane","orcid":"https://orcid.org/0000-0001-6681-753X"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ferdaous Chaabane","raw_affiliation_strings":["University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Carthage,Higher School of Communications of Tunis, COSIM Research Lab,Tunis,Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Higher School of Communications of Tunis, COSIM Research Lab, University of Carthage, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074344398"],"corresponding_institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I96226040"],"apc_list":null,"apc_paid":null,"fwci":5.121,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97294033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"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":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7521594166755676},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.6909760236740112},{"id":"https://openalex.org/keywords/sybil-attack","display_name":"Sybil attack","score":0.6433426141738892},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5776782631874084},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5447037220001221},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5241337418556213},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.5188018679618835},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5187559127807617},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48957404494285583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3584199547767639},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3564842939376831},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25957080721855164},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.2556368112564087},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.21664109826087952},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14678862690925598},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.14218443632125854},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12530192732810974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7521594166755676},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.6909760236740112},{"id":"https://openalex.org/C2777505653","wikidata":"https://www.wikidata.org/wiki/Q4470796","display_name":"Sybil attack","level":3,"score":0.6433426141738892},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5776782631874084},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5447037220001221},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5241337418556213},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.5188018679618835},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5187559127807617},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48957404494285583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3584199547767639},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3564842939376831},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25957080721855164},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.2556368112564087},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.21664109826087952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14678862690925598},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.14218443632125854},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12530192732810974}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824974","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03740921v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03740921","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Wireless Communications and Mobile Computing (IWCMC), 2022, Dubrovnik, Croatia. pp.217-222, &#x27E8;10.1109/IWCMC55113.2022.9824974&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7300000190734863,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323942","display_name":"Campus France","ror":"https://ror.org/04wtce741"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1520914943","https://openalex.org/W2612612909","https://openalex.org/W2765370221","https://openalex.org/W2786259141","https://openalex.org/W2913889054","https://openalex.org/W2980580538","https://openalex.org/W3045657906","https://openalex.org/W3045918422","https://openalex.org/W3096009936","https://openalex.org/W3097519923"],"related_works":["https://openalex.org/W2550574144","https://openalex.org/W2131974580","https://openalex.org/W4313315774","https://openalex.org/W4318822872","https://openalex.org/W2089416923","https://openalex.org/W2891556593","https://openalex.org/W2573790339","https://openalex.org/W2754919930","https://openalex.org/W2034329307","https://openalex.org/W4380886145"],"abstract_inverted_index":{"Smart":[0],"cities":[1],"are":[2,47],"a":[3,48,71,157,166],"wide":[4],"range":[5],"of":[6,13,32,122,192],"projects":[7],"made":[8],"to":[9,58,62,81,119,133,138,196],"facilitate":[10],"the":[11,24,33,37,59,82,99,111,123,131,148,174,190,198],"problems":[12],"everyday":[14],"life":[15],"and":[16,66,89],"ensure":[17],"security.":[18],"Our":[19],"interest":[20],"focuses":[21],"only":[22],"on":[23,160,173],"Intelligent":[25],"Transport":[26],"System":[27],"(ITS)":[28],"that":[29,54,77,170],"takes":[30],"care":[31],"transportation":[34],"issues":[35],"using":[36],"Vehicular":[38],"Ad-Hoc":[39],"Network":[40],"(VANET)":[41],"paradigm":[42],"as":[43],"its":[44],"base.":[45],"VANETs":[46],"promising":[49,72],"technology":[50,73],"for":[51,74,184],"autonomous":[52,75],"driving":[53,67,76,90],"provides":[55,78],"many":[56,79],"benefits":[57,80],"user":[60],"conveniences":[61,84],"improve":[63],"road":[64,87],"safety":[65,88],"comfort.":[68,91],"VANET":[69],"is":[70,98,155,171],"user's":[83],"by":[85],"improving":[86],"The":[92,186],"problem":[93],"with":[94,179],"such":[95],"rapid":[96],"development":[97],"continuously":[100],"increasing":[101],"digital":[102],"threats.":[103],"Among":[104],"all":[105],"these":[106],"threats,":[107],"we":[108,164],"will":[109],"target":[110],"Sybil":[112,199],"attack":[113,200],"since":[114],"it":[115],"has":[116],"been":[117],"proved":[118],"be":[120],"one":[121],"most":[124],"dangerous":[125],"attacks":[126],"in":[127,201],"VANETs.":[128,202],"It":[129],"allows":[130],"attacker":[132],"generate":[134],"multiple":[135],"forged":[136],"identities":[137],"disseminate":[139],"numerous":[140],"false":[141],"messages,":[142],"disrupt":[143],"safety-related":[144],"services,":[145],"or":[146],"misuse":[147],"systems.":[149],"In":[150],"addition,":[151],"Machine":[152],"Learning":[153],"(ML)":[154],"showing":[156],"significant":[158],"influence":[159],"classification":[161,168],"problems,":[162],"thus":[163],"propose":[165],"behavior-based":[167],"algorithm":[169],"tested":[172],"provided":[175],"VeReMi":[176],"dataset":[177],"coupled":[178],"various":[180],"machine":[181],"learning":[182],"techniques":[183],"comparison.":[185],"simulation":[187],"results":[188],"prove":[189],"ability":[191],"our":[193],"proposed":[194],"mechanism":[195],"detect":[197]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
