{"id":"https://openalex.org/W2031519899","doi":"https://doi.org/10.1109/mobiq.2007.4451054","title":"Anomaly-Based Behavior Analysis of Wireless Network Security","display_name":"Anomaly-Based Behavior Analysis of Wireless Network Security","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2031519899","doi":"https://doi.org/10.1109/mobiq.2007.4451054","mag":"2031519899"},"language":"en","primary_location":{"id":"doi:10.1109/mobiq.2007.4451054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mobiq.2007.4451054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Fourth Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services (MobiQuitous)","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/A5054116059","display_name":"Samer Fayssal","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samer Fayssal","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","University of Arizona , Tucson#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"University of Arizona , Tucson#TAB#","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057335897","display_name":"Salim Hariri","orcid":"https://orcid.org/0000-0003-3956-3401"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salim Hariri","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","University of Arizona , Tucson#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"University of Arizona , Tucson#TAB#","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029751893","display_name":"Youssif Al\u2010Nashif","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youssif Al-Nashif","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","University of Arizona , Tucson#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"University of Arizona , Tucson#TAB#","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054116059"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":null,"apc_paid":null,"fwci":2.3566,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.89091331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9991000294685364,"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":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.802175760269165},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.7356431484222412},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5969350337982178},{"id":"https://openalex.org/keywords/wireless-intrusion-prevention-system","display_name":"Wireless intrusion prevention system","score":0.5508478283882141},{"id":"https://openalex.org/keywords/wireless-wan","display_name":"Wireless WAN","score":0.5500577092170715},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4718073904514313},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4431438148021698},{"id":"https://openalex.org/keywords/network-access-control","display_name":"Network Access Control","score":0.4367581009864807},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.43476617336273193},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.41394490003585815},{"id":"https://openalex.org/keywords/wi-fi-array","display_name":"Wi-Fi array","score":0.4118036925792694},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3341848850250244},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.107664555311203},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09910494089126587},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09523731470108032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.802175760269165},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.7356431484222412},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5969350337982178},{"id":"https://openalex.org/C121286152","wikidata":"https://www.wikidata.org/wiki/Q8026893","display_name":"Wireless intrusion prevention system","level":5,"score":0.5508478283882141},{"id":"https://openalex.org/C87379069","wikidata":"https://www.wikidata.org/wiki/Q938054","display_name":"Wireless WAN","level":5,"score":0.5500577092170715},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4718073904514313},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4431438148021698},{"id":"https://openalex.org/C14982408","wikidata":"https://www.wikidata.org/wiki/Q11006334","display_name":"Network Access Control","level":4,"score":0.4367581009864807},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.43476617336273193},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.41394490003585815},{"id":"https://openalex.org/C152153834","wikidata":"https://www.wikidata.org/wiki/Q1339878","display_name":"Wi-Fi array","level":4,"score":0.4118036925792694},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3341848850250244},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.107664555311203},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09910494089126587},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09523731470108032},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mobiq.2007.4451054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mobiq.2007.4451054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Fourth Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services (MobiQuitous)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.75,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W77078025","https://openalex.org/W1507926328","https://openalex.org/W1570448133","https://openalex.org/W1575117735","https://openalex.org/W1884606608","https://openalex.org/W2003774202","https://openalex.org/W2087956643","https://openalex.org/W2092475494","https://openalex.org/W2098715618","https://openalex.org/W2101562840","https://openalex.org/W2114835826","https://openalex.org/W2145994227","https://openalex.org/W2164725724","https://openalex.org/W2168947364","https://openalex.org/W2169856215","https://openalex.org/W2253537762","https://openalex.org/W2539682503","https://openalex.org/W6630240853","https://openalex.org/W6634094483","https://openalex.org/W6639223989","https://openalex.org/W6674968727"],"related_works":["https://openalex.org/W2383978359","https://openalex.org/W2364235867","https://openalex.org/W155968509","https://openalex.org/W4256481956","https://openalex.org/W2126524237","https://openalex.org/W644011889","https://openalex.org/W2277479932","https://openalex.org/W202309363","https://openalex.org/W2355916317","https://openalex.org/W2383581753"],"abstract_inverted_index":{"The":[0,65],"exponential":[1],"growth":[2],"in":[3],"wireless":[4,12,38,69,127,169,175,181,200,232,247,260],"network":[5,15,24,39,59,154,172,176,261],"faults,":[6],"vulnerabilities,":[7],"and":[8,100,114,122,134,143,185,191,198,216,270],"attacks":[9,47,52,262],"make":[10],"the":[11,32,37,145,163,168,187,204,209,213,226,254],"local":[13],"area":[14],"(WLAN)":[16],"security":[17,28,63,78,85,95],"management":[18],"a":[19,68,107,158,264],"challenging":[20],"research":[21],"area.":[22],"Newer":[23],"cards":[25,60],"implemented":[26],"more":[27,241,271],"measures":[29],"according":[30],"to":[31,43,49,54,125,137,151,194,219,225],"IEEE":[33],"recommendations":[34],"[14];":[35],"but":[36],"is":[40],"still":[41],"vulnerable":[42],"denial":[44],"of":[45,58,67,117,148,246,268],"service":[46],"or":[48],"other":[50],"traditional":[51],"due":[53],"existing":[55],"wide":[56],"deployment":[57],"with":[61,240,263],"well-known":[62],"vulnerabilities.":[64],"effectiveness":[66],"intrusion":[70],"detection":[71,274],"system":[72,160,235],"(WIDS)":[73],"relies":[74],"on":[75,89,111],"updating":[76,93],"its":[77],"rules;":[79],"many":[80],"current":[81],"WIDSs":[82],"use":[83,130,186,208],"static":[84],"rule":[86],"settings":[87],"based":[88,110],"expert":[90],"knowledge.":[91],"However,":[92],"those":[94],"rules":[96,193],"can":[97,257],"be":[98],"time-consuming":[99],"expensive.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105,129,207],"present":[106,157],"novel":[108],"approach":[109,237,256],"multi-channel":[112],"monitoring":[113],"anomaly":[115,141,190],"analysis":[116,218],"station":[118],"localization,":[119],"packet":[120],"analysis,":[121],"state":[123,177],"tracking":[124],"detect":[126,153,195],"attacks;":[128],"adaptive":[131],"machine":[132,178],"learning":[133],"genetic":[135],"search":[136],"dynamically":[138,188],"set":[139,147],"optimal":[140],"thresholds":[142],"select":[144],"proper":[146],"features":[149,223],"necessary":[150],"efficiently":[152],"attacks.":[155,201,248],"We":[156,229],"self-protection":[159],"that":[161,253],"has":[162],"following":[164],"salient":[165],"features:":[166],"monitor":[167],"network,":[170],"generate":[171,180],"features,":[173],"track":[174],"violations,":[179],"flow":[182],"keys":[183],"(WFK),":[184],"updated":[189],"misuse":[192],"complex":[196],"known":[197],"unknown":[199],"To":[202],"quantify":[203],"attack":[205],"impact,":[206],"abnormality":[210],"distance":[211],"from":[212,259],"trained":[214],"norm":[215],"multivariate":[217],"correlate":[220],"multiple":[221],"selected":[222],"contributing":[224],"final":[227],"decision.":[228],"validate":[230],"our":[231],"self":[233],"protection":[234],"(WSPS)":[236],"by":[238],"experimenting":[239],"than":[242,272],"20":[243],"different":[244],"types":[245],"Our":[249],"experimental":[250],"results":[251],"show":[252],"WSPS":[255],"protect":[258],"false":[265],"positive":[266],"rate":[267],"0.1209%":[269],"99%":[273],"rate.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}