{"id":"https://openalex.org/W2160199943","doi":"https://doi.org/10.4304/jcp.4.5.357-365","title":"On Classification Approaches for Misbehavior Detection in Wireless Sensor Networks","display_name":"On Classification Approaches for Misbehavior Detection in Wireless Sensor Networks","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2160199943","doi":"https://doi.org/10.4304/jcp.4.5.357-365","mag":"2160199943"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.4.5.357-365","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.5.357-365","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5010409045","display_name":"Matthias Becker","orcid":"https://orcid.org/0000-0003-4358-1258"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthias Becker","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061440728","display_name":"Martin Drozda","orcid":"https://orcid.org/0000-0001-6485-4855"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Drozda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074050962","display_name":"Sven Schaust","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sven Schaust","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010123797","display_name":"Sebastian Bohlmann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastian Bohlmann","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5008470969","display_name":"Helena Szczerbicka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133528","display_name":"Leibniz University of Applied Sciences","ror":"https://ror.org/03eqwj662","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210133528"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helena Szczerbicka","raw_affiliation_strings":["Leibniz University of Hanover,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University of Hanover,","institution_ids":["https://openalex.org/I4210133528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4019,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67276672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.9961000084877014,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.725936770439148},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5208112001419067},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42867547273635864},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35625219345092773}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.725936770439148},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5208112001419067},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42867547273635864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35625219345092773}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jcp.4.5.357-365","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.5.357-365","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.210.1273","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.210.1273","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.academypublisher.com/jcp/vol04/no05/jcp0405357365.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1516113782","https://openalex.org/W1527492332","https://openalex.org/W1596324102","https://openalex.org/W1601740268","https://openalex.org/W1604406970","https://openalex.org/W1604760464","https://openalex.org/W1798143162","https://openalex.org/W1956559956","https://openalex.org/W2012017253","https://openalex.org/W2024492873","https://openalex.org/W2059888405","https://openalex.org/W2096030967","https://openalex.org/W2104231259","https://openalex.org/W2107676921","https://openalex.org/W2111240093","https://openalex.org/W2115862879","https://openalex.org/W2118587067","https://openalex.org/W2124776405","https://openalex.org/W2125283600","https://openalex.org/W2126680605","https://openalex.org/W2127699957","https://openalex.org/W2131515161","https://openalex.org/W2135514714","https://openalex.org/W2137046464","https://openalex.org/W2142515627","https://openalex.org/W2150496197","https://openalex.org/W2152448081","https://openalex.org/W2157457404","https://openalex.org/W2240455598","https://openalex.org/W2495965124","https://openalex.org/W2751318774","https://openalex.org/W2913066018"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Abstract":[0],"\u2014":[1],"Adding":[2],"security":[3,43],"mechanisms":[4,44],"to":[5,27,33,41,75,86,140],"computer":[6],"and":[7,61,69,80,99,112],"communication":[8],"systems":[9,53],"without":[10],"degrading":[11],"their":[12,28,76],"performance":[13,136],"is":[14,38],"a":[15,132],"difficult":[16],"task.":[17],"This":[18],"holds":[19],"especially":[20,31],"for":[21,78],"wireless":[22],"sensor":[23],"networks,":[24],"which":[25,45],"due":[26],"design":[29],"are":[30],"vulnerable":[32],"intrusion":[34,79],"or":[35,96,128],"attack.":[36],"It":[37],"therefore":[39],"important":[40],"find":[42],"deal":[46],"with":[47],"the":[48,120,145],"limited":[49],"resources":[50],"of":[51,56],"such":[52,91,101,124],"in":[54,117],"terms":[55],"energy":[57],"consumption,":[58],"computational":[59],"capabilities":[60],"memory":[62],"requirements.":[63],"In":[64],"this":[65],"document":[66],"we":[67],"discuss":[68],"evaluate":[70],"several":[71],"learning":[72],"algorithms":[73,84],"according":[74],"suitability":[77],"attack":[81],"detection.":[82],"Learning":[83],"subject":[85],"evaluation":[87],"include":[88],"bio-inspired":[89],"approaches":[90,123],"as":[92,102,125],"Artificial":[93],"Immune":[94],"Systems":[95],"Neural":[97],"Networks,":[98],"classical":[100],"Decision":[103,126],"Trees,":[104],"Bayes":[105,129],"classifier,":[106],"Support":[107],"Vector":[108],"Machines,":[109],"k-Nearest":[110],"Neighbors":[111],"others.":[113],"We":[114],"conclude":[115],"that,":[116],"our":[118],"setup,":[119],"more":[121],"simplistic":[122],"Trees":[127],"classifier":[130],"offer":[131],"reasonable":[133],"performance.":[134],"The":[135],"was,":[137],"however,":[138],"found":[139],"be":[141],"significantly":[142],"dependent":[143],"on":[144],"feature":[146],"representation.":[147]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
