{"id":"https://openalex.org/W2951278513","doi":"https://doi.org/10.1109/tits.2019.2905415","title":"A Filter Model Based on Hidden Generalized Mixture Transition Distribution Model for Intrusion Detection System in Vehicle Ad Hoc Networks","display_name":"A Filter Model Based on Hidden Generalized Mixture Transition Distribution Model for Intrusion Detection System in Vehicle Ad Hoc Networks","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2951278513","doi":"https://doi.org/10.1109/tits.2019.2905415","mag":"2951278513"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2905415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905415","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5046547235","display_name":"Junwei Liang","orcid":"https://orcid.org/0000-0003-1999-0254"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Junwei Liang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","College of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1999-0254","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066935890","display_name":"Qiuzhen Lin","orcid":"https://orcid.org/0000-0003-2415-0401"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuzhen Lin","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2415-0401","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044377595","display_name":"Jianyong Chen","orcid":"https://orcid.org/0000-0002-6203-1254"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyong Chen","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068185303","display_name":"Yingying Zhu","orcid":"https://orcid.org/0000-0002-3475-6186"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Zhu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2693,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.92593199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"7","first_page":"2707","last_page":"2722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973000288009644,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/overhead","display_name":"Overhead (engineering)","score":0.7397082448005676},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.734644889831543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6429458260536194},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5857082605361938},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5028151869773865},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.49794578552246094},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.48923611640930176},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.43478843569755554},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3802448511123657},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3309983015060425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25126591324806213},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1352916657924652},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09140157699584961},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08935970067977905}],"concepts":[{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7397082448005676},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.734644889831543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6429458260536194},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5857082605361938},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5028151869773865},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.49794578552246094},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.48923611640930176},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.43478843569755554},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3802448511123657},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3309983015060425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25126591324806213},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1352916657924652},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09140157699584961},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08935970067977905},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2019.2905415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905415","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G4238711426","display_name":null,"funder_award_id":"61876110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7336012389","display_name":null,"funder_award_id":"2017A030313338","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W24067677","https://openalex.org/W108080453","https://openalex.org/W401401612","https://openalex.org/W1486632395","https://openalex.org/W1546307877","https://openalex.org/W1557564549","https://openalex.org/W1967880185","https://openalex.org/W1968452190","https://openalex.org/W1969315466","https://openalex.org/W1976453853","https://openalex.org/W1981981851","https://openalex.org/W1989352541","https://openalex.org/W2027976015","https://openalex.org/W2028397517","https://openalex.org/W2040258702","https://openalex.org/W2041475188","https://openalex.org/W2067269806","https://openalex.org/W2069124975","https://openalex.org/W2070886658","https://openalex.org/W2074074366","https://openalex.org/W2076489252","https://openalex.org/W2085685015","https://openalex.org/W2109094293","https://openalex.org/W2109314477","https://openalex.org/W2121247918","https://openalex.org/W2122473047","https://openalex.org/W2122991569","https://openalex.org/W2129940041","https://openalex.org/W2135840460","https://openalex.org/W2142635246","https://openalex.org/W2151152069","https://openalex.org/W2165491783","https://openalex.org/W2170741334","https://openalex.org/W2203968176","https://openalex.org/W2294494107","https://openalex.org/W2342712621","https://openalex.org/W2498575077","https://openalex.org/W2511642541","https://openalex.org/W2553769569","https://openalex.org/W2893365861","https://openalex.org/W2903668936","https://openalex.org/W3102130438","https://openalex.org/W3147892406","https://openalex.org/W6600981286","https://openalex.org/W6604389750","https://openalex.org/W6628849183","https://openalex.org/W6632605981"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W4231650586","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W4327774248","https://openalex.org/W2998294818","https://openalex.org/W3046260513"],"abstract_inverted_index":{"Vehicle":[0],"ad":[1],"hoc":[2],"networks":[3],"(VANETs)":[4],"are":[5],"considered":[6],"to":[7,26,34,47,66,124,145,155,179],"be":[8],"the":[9,35,50,84,117,126,147,162,165,181,184,192],"next":[10],"big":[11],"thing":[12],"that":[13,189],"will":[14],"remarkably":[15],"change":[16,163],"our":[17,28],"lives,":[18],"since":[19],"this":[20,91],"kind":[21],"of":[22,52,86,150,164,168,183,204],"technology":[23],"is":[24,45,73,177],"able":[25],"make":[27],"lives":[29],"and":[30,39,128,153,209],"roads":[31],"safer.":[32],"Due":[33],"very":[36],"fast":[37],"move":[38],"high":[40],"dynamic":[41],"in":[42,90,109,202],"VANETs,":[43,110],"it":[44],"important":[46],"quickly":[48,115],"ascertain":[49],"reliability":[51],"information.":[53],"Although":[54],"intrusion":[55],"detection":[56,129,205,207],"system":[57],"(IDS)":[58],"has":[59,195],"been":[60],"proposed":[61,193],"as":[62,123],"a":[63,95,101,133,174],"reliable":[64],"approach":[65],"protect":[67],"VANETs":[68],"against":[69],"attacks,":[70],"its":[71],"overhead":[72,127],"serious,":[74],"which":[75,113],"spends":[76],"too":[77],"much":[78],"time":[79],"on":[80,100],"detection,":[81],"especially":[82],"when":[83],"number":[85],"vehicles":[87,121,152],"increases.":[88],"Thus,":[89],"paper,":[92],"we":[93],"propose":[94],"novel":[96],"filter":[97,116,156],"model":[98,107],"based":[99],"hidden":[102],"generalized":[103],"mixture":[104],"transition":[105],"distribution":[106],"(HgMTD)":[108],"called":[111],"FM-HgMTD,":[112],"can":[114],"messages":[118],"from":[119],"neighboring":[120,151,170],"so":[122],"reduce":[125],"time.":[130],"It":[131],"adopts":[132],"well-known":[134],"multi-objective":[135],"optimization":[136],"(NSGA-II)":[137],"algorithm":[138,144],"combined":[139],"with":[140,191],"an":[141],"expectation-maximization":[142],"(EM)":[143],"forecast":[146],"future":[148],"states":[149],"then":[154],"out":[157],"malicious":[158],"messages,":[159],"by":[160],"monitoring":[161],"state":[166],"pattern":[167],"each":[169],"vehicle.":[171],"In":[172],"addition,":[173],"timeliness":[175],"method":[176],"used":[178],"maintain":[180],"accuracy":[182],"forecast.":[185],"The":[186],"experiments":[187],"show":[188],"IDS":[190],"FM-HgMTD":[194],"better":[196],"performance":[197],"than":[198],"other":[199],"available":[200],"IDSs":[201],"terms":[203],"rate,":[206],"time,":[208],"overhead.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":8},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
