{"id":"https://openalex.org/W2109135776","doi":"https://doi.org/10.1186/1687-1499-2013-215","title":"PUE attack detection in CWSNs using anomaly detection techniques","display_name":"PUE attack detection in CWSNs using anomaly detection techniques","publication_year":2013,"publication_date":"2013-08-27","ids":{"openalex":"https://openalex.org/W2109135776","doi":"https://doi.org/10.1186/1687-1499-2013-215","mag":"2109135776"},"language":"en","primary_location":{"id":"doi:10.1186/1687-1499-2013-215","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-215","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-215","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-215","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010090125","display_name":"Javier Blesa","orcid":"https://orcid.org/0000-0001-5213-1553"},"institutions":[{"id":"https://openalex.org/I6585545","display_name":"European Telecommunications Standards Institute","ror":"https://ror.org/00pwny267","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I6585545"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES","FR"],"is_corresponding":true,"raw_author_name":"Javier Blesa","raw_affiliation_strings":["Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain","institution_ids":["https://openalex.org/I6585545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006031490","display_name":"Elena Romero","orcid":"https://orcid.org/0000-0001-7968-2806"},"institutions":[{"id":"https://openalex.org/I6585545","display_name":"European Telecommunications Standards Institute","ror":"https://ror.org/00pwny267","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I6585545"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Elena Romero","raw_affiliation_strings":["Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain","institution_ids":["https://openalex.org/I6585545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028102857","display_name":"Alba Rozas","orcid":"https://orcid.org/0000-0003-4077-3262"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]},{"id":"https://openalex.org/I6585545","display_name":"European Telecommunications Standards Institute","ror":"https://ror.org/00pwny267","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I6585545"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Alba Rozas","raw_affiliation_strings":["Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain","institution_ids":["https://openalex.org/I6585545"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051817580","display_name":"\u00c1lvaro Ara\u00fajo","orcid":"https://orcid.org/0000-0001-9269-5900"},"institutions":[{"id":"https://openalex.org/I6585545","display_name":"European Telecommunications Standards Institute","ror":"https://ror.org/00pwny267","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I6585545"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Alvaro Araujo","raw_affiliation_strings":["Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Av. Complutense 30, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Department of Electronic Engineering, ETSI de Telecomunicaci\u00f3n (UPM), Madrid, Spain","institution_ids":["https://openalex.org/I6585545"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010090125"],"corresponding_institution_ids":["https://openalex.org/I6585545","https://openalex.org/I88060688"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.4498,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8489789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2013","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9987999796867371,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9987999796867371,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9916999936103821,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.908993124961853},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.8390967845916748},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8016513586044312},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6519707441329956},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6235165596008301},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6036719679832458},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5528858304023743},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.513144314289093},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5033771395683289},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4465814530849457},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44099393486976624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3828255236148834},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3820340633392334},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3630892038345337},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3529515266418457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28413140773773193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2774943709373474},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08515685796737671}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.908993124961853},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.8390967845916748},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8016513586044312},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6519707441329956},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6235165596008301},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6036719679832458},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5528858304023743},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.513144314289093},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5033771395683289},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4465814530849457},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44099393486976624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3828255236148834},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3820340633392334},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3630892038345337},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3529515266418457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28413140773773193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2774943709373474},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08515685796737671},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/1687-1499-2013-215","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-215","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-215","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:dnet:archivodigit::5c23ca34b9a573690cc339b28f9cec8f","is_oa":false,"landing_page_url":"http://oa.upm.es/28990/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Eurasip Journal on Wireless Communications and Networking, ISSN 1687-1499, 2013-08, Vol. 2013, No. 215","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/1687-1499-2013-215","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-215","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-215","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2109135776.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1972689932","https://openalex.org/W1993681964","https://openalex.org/W2016764919","https://openalex.org/W2029815563","https://openalex.org/W2052161225","https://openalex.org/W2097476162","https://openalex.org/W2111184007","https://openalex.org/W2116919668","https://openalex.org/W2120636900","https://openalex.org/W2124753457","https://openalex.org/W2125262274","https://openalex.org/W2141413079","https://openalex.org/W2155753432","https://openalex.org/W2155971405","https://openalex.org/W2159238968","https://openalex.org/W2160505338","https://openalex.org/W2538261249","https://openalex.org/W2622313110","https://openalex.org/W3143863569","https://openalex.org/W3146289491","https://openalex.org/W4233029263","https://openalex.org/W4234871063","https://openalex.org/W4242758220","https://openalex.org/W4249985482"],"related_works":["https://openalex.org/W2366004842","https://openalex.org/W1706668261","https://openalex.org/W2982280075","https://openalex.org/W1946197528","https://openalex.org/W2149686398","https://openalex.org/W2121035740","https://openalex.org/W2390710607","https://openalex.org/W2785391232","https://openalex.org/W62276109","https://openalex.org/W2546192109"],"abstract_inverted_index":{"Cognitive":[0],"wireless":[1,14,29],"sensor":[2,15,30],"network":[3],"(CWSN)":[4],"is":[5,32,70,128],"a":[6,84,150,174],"new":[7,78,85],"paradigm,":[8],"integrating":[9],"cognitive":[10,28,79,151],"features":[11],"in":[12,27,101,116,157,167],"traditional":[13],"networks":[16,31,40,110],"(WSNs)":[17],"to":[18,94,164,169],"mitigate":[19],"important":[20,34,155],"problems":[21],"such":[22,133],"as":[23,134],"spectrum":[24],"occupancy.":[25],"Security":[26],"an":[33],"problem":[35,53],"since":[36],"these":[37],"kinds":[38],"of":[39,49,177,183],"manage":[41],"critical":[42],"applications":[43],"and":[44,57,92,122,141,179],"data.":[45],"The":[46,126,144],"specific":[47,74],"constraints":[48],"WSN":[50],"make":[51],"the":[52,71,96,119],"even":[54],"more":[55],"critical,":[56],"effective":[58],"solutions":[59],"have":[60,113,146,162],"not":[61],"yet":[62],"been":[63,114,147],"implemented.":[64],"Primary":[65],"user":[66,98],"emulation":[67,99],"(PUE)":[68],"attack":[69,75,100],"most":[72],"studied":[73],"deriving":[76],"from":[77],"features.":[80],"This":[81],"work":[82],"discusses":[83],"approach,":[86],"based":[87,129],"on":[88,130],"anomaly":[89],"behavior":[90],"detection":[91,135,175],"collaboration,":[93],"detect":[95,170],"primary":[97],"CWSN":[102],"scenarios.":[103],"Two":[104],"non-parametric":[105],"algorithms,":[106],"suitable":[107],"for":[108],"low-resource":[109],"like":[111],"CWSNs,":[112],"used":[115],"this":[117,158],"work:":[118],"cumulative":[120],"sum":[121],"data":[123],"clustering":[124],"algorithms.":[125],"comparison":[127],"some":[131],"characteristics":[132],"delay,":[136],"learning":[137],"time,":[138],"scalability,":[139],"resources,":[140],"scenario":[142],"dependency.":[143],"algorithms":[145,161],"tested":[148],"using":[149,186],"simulator":[152],"that":[153],"provides":[154],"results":[156],"area.":[159],"Both":[160],"shown":[163],"be":[165],"valid":[166],"order":[168],"PUE":[171],"attacks,":[172],"reaching":[173],"rate":[176],"99%":[178],"less":[180],"than":[181],"1%":[182],"false":[184],"positives":[185],"collaboration.":[187]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}