{"id":"https://openalex.org/W2065999318","doi":"https://doi.org/10.1109/glocom.2014.7036801","title":"Grey model and polynomial regression for identifying malicious nodes in MANETs","display_name":"Grey model and polynomial regression for identifying malicious nodes in MANETs","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2065999318","doi":"https://doi.org/10.1109/glocom.2014.7036801","mag":"2065999318"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2014.7036801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7036801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/183950","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100702838","display_name":"Anderson Silva","orcid":"https://orcid.org/0000-0001-5426-6478"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210111188","display_name":"Universidade Paulista","ror":"https://ror.org/020v13m88","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210111188"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson A. A. Silva","raw_affiliation_strings":["LSI-POLI, Universidade de Sao Paulo, Brasil","Unip, Universidade Paulista, Sao Paulo, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LSI-POLI, Universidade de Sao Paulo, Brasil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Unip, Universidade Paulista, Sao Paulo, Brasil","institution_ids":["https://openalex.org/I4210111188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067546265","display_name":"Elvis Pontes","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Elvis Pontes","raw_affiliation_strings":["CERI-LIA, University of Avignon, France","LSI-POLI, Universidade de Sao Paulo, Av Prof Luciano Gualberto, ni 58, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERI-LIA, University of Avignon, France","institution_ids":["https://openalex.org/I198415970"]},{"raw_affiliation_string":"LSI-POLI, Universidade de Sao Paulo, Av Prof Luciano Gualberto, ni 58, Brasil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039774871","display_name":"Fen Zhou","orcid":"https://orcid.org/0000-0002-6090-6600"},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]},{"id":"https://openalex.org/I4210111188","display_name":"Universidade Paulista","ror":"https://ror.org/020v13m88","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210111188"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Fen Zhou","raw_affiliation_strings":["Unip, Universidade Paulista, Sao Paulo, Brasil","CERI-LIA, University of Avignon, Agroparc BP 1228, Avignon, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unip, Universidade Paulista, Sao Paulo, Brasil","institution_ids":["https://openalex.org/I4210111188"]},{"raw_affiliation_string":"CERI-LIA, University of Avignon, Agroparc BP 1228, Avignon, France#TAB#","institution_ids":["https://openalex.org/I198415970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067761366","display_name":"S\u00e9rgio Takeo Kofuji","orcid":"https://orcid.org/0000-0002-8477-4091"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Sergio Takeo Kofuji","raw_affiliation_strings":["CERI-LIA, University of Avignon, France","LSI-POLI, Universidade de Sao Paulo, Av Prof Luciano Gualberto, ni 58, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERI-LIA, University of Avignon, France","institution_ids":["https://openalex.org/I198415970"]},{"raw_affiliation_string":"LSI-POLI, Universidade de Sao Paulo, Av Prof Luciano Gualberto, ni 58, Brasil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1039,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76413564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9776999950408936,"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":0.977400004863739,"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/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.7479008436203003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7399292588233948},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.654928982257843},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6404823660850525},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.47549518942832947},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4573589563369751},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3608417809009552},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12472367286682129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12264999747276306},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09795224666595459},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.09294286370277405},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07383021712303162}],"concepts":[{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.7479008436203003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7399292588233948},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.654928982257843},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6404823660850525},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.47549518942832947},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4573589563369751},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3608417809009552},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12472367286682129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12264999747276306},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09795224666595459},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.09294286370277405},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07383021712303162},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2014.7036801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7036801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.unesp.br:11449/183950","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/183950","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:repositorio.unesp.br:11449/183950","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/183950","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W66579788","https://openalex.org/W301079972","https://openalex.org/W996465057","https://openalex.org/W1504704583","https://openalex.org/W1525180324","https://openalex.org/W1964585049","https://openalex.org/W1965425305","https://openalex.org/W1982466846","https://openalex.org/W1998364236","https://openalex.org/W2004235835","https://openalex.org/W2010512340","https://openalex.org/W2013377700","https://openalex.org/W2023128139","https://openalex.org/W2023750123","https://openalex.org/W2027162788","https://openalex.org/W2066586953","https://openalex.org/W2075718440","https://openalex.org/W2080878395","https://openalex.org/W2098410227","https://openalex.org/W2100573674","https://openalex.org/W2101963262","https://openalex.org/W2102826186","https://openalex.org/W2103587172","https://openalex.org/W2115633085","https://openalex.org/W2116155182","https://openalex.org/W2117641543","https://openalex.org/W2119362555","https://openalex.org/W2123349299","https://openalex.org/W2130834448","https://openalex.org/W2131129982","https://openalex.org/W2133825002","https://openalex.org/W2143369485","https://openalex.org/W2145407833","https://openalex.org/W2146021366","https://openalex.org/W2155314181","https://openalex.org/W2155575073","https://openalex.org/W2158793491","https://openalex.org/W2165295831","https://openalex.org/W2497704935","https://openalex.org/W2937121590","https://openalex.org/W4213217764","https://openalex.org/W6602744961","https://openalex.org/W6625993383","https://openalex.org/W6683165048","https://openalex.org/W6760974879"],"related_works":["https://openalex.org/W2163664197","https://openalex.org/W3035283282","https://openalex.org/W2768875466","https://openalex.org/W1591014886","https://openalex.org/W2551975114","https://openalex.org/W2061944504","https://openalex.org/W2025838880","https://openalex.org/W2123281165","https://openalex.org/W2786222771","https://openalex.org/W1511473871"],"abstract_inverted_index":{"Nodes":[0],"positioning":[1],"is":[2,48],"an":[3],"essential":[4],"issue":[5],"for":[6,53,92],"diverse":[7],"applications":[8],"in":[9],"Mobile":[10],"Ad":[11],"Hoc":[12],"Networks":[13],"(MANETs).":[14],"However,":[15],"besides":[16],"misbehaving":[17],"nodes":[18,56],"that":[19],"could":[20],"cause":[21],"power":[22],"depletion,":[23],"MANETs":[24],"are":[25],"also":[26],"susceptible":[27],"to":[28,49],"cyber-attacks,":[29],"which":[30],"can":[31],"make":[32],"the":[33,40,43,59],"network":[34],"unstable":[35],"and/or":[36],"unavailable.":[37],"Therefore,":[38],"considering":[39],"gaps":[41],"aforementioned,":[42],"goal":[44],"of":[45,61,76,90],"this":[46],"paper":[47],"propose":[50],"a":[51],"model":[52,86],"identifying":[54],"malicious/misbehaving":[55,94],"by:":[57],"(1)":[58],"use":[60],"two":[62],"forecasting":[63],"methods":[64],"(Grey":[65],"Model":[66],"and":[67,73],"Polynomial":[68],"Regression);":[69],"(2)":[70],"variability":[71],"analysis;":[72],"(3)":[74],"simulation":[75],"fake":[77],"node":[78],"positions.":[79],"The":[80],"obtained":[81],"results":[82],"allow":[83],"concluding":[84],"our":[85],"has":[87],"high":[88],"rate":[89],"accuracy":[91],"detecting":[93],"nodes.":[95]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}