{"id":"https://openalex.org/W4392175463","doi":"https://doi.org/10.1109/globecom54140.2023.10437210","title":"A Lightweight Few-Shot Attack Detection Scheme for Industrial Cognitive Radio Networks","display_name":"A Lightweight Few-Shot Attack Detection Scheme for Industrial Cognitive Radio Networks","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392175463","doi":"https://doi.org/10.1109/globecom54140.2023.10437210"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5101286963","display_name":"Xinkai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinkai Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423730","display_name":"Beibei Li","orcid":"https://orcid.org/0000-0002-0485-1975"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beibei Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102622148","display_name":"Wanying Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanying Dai","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056524306","display_name":"Rongkuan Ma","orcid":"https://orcid.org/0000-0002-4791-6847"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongkuan Ma","raw_affiliation_strings":["Information Engineering University,Zhengzhou,P.R. China,450001"],"affiliations":[{"raw_affiliation_string":"Information Engineering University,Zhengzhou,P.R. China,450001","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106223300","display_name":"Hanyuan Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyuan Huang","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University,Chengdu,P.R. China,610065","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101286963"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.2006,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55596706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"964","last_page":"969"},"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":0.9966999888420105,"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":0.9966999888420105,"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/T12024","display_name":"Ultra-Wideband Communications Technology","score":0.9886000156402588,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/cognitive-radio","display_name":"Cognitive radio","score":0.8086811900138855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7089172005653381},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.646914541721344},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6321621537208557},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5007750988006592},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33272188901901245},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23647543787956238},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.08733817934989929},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06535899639129639}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.8086811900138855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089172005653381},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.646914541721344},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6321621537208557},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5007750988006592},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33272188901901245},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23647543787956238},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.08733817934989929},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06535899639129639},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4958677405","display_name":null,"funder_award_id":"62002248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W195047088","https://openalex.org/W2531409750","https://openalex.org/W2789828921","https://openalex.org/W2981134958","https://openalex.org/W3011040471","https://openalex.org/W3021740526","https://openalex.org/W3086579950","https://openalex.org/W3188650517","https://openalex.org/W3199583892","https://openalex.org/W6638523607"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2559261346","https://openalex.org/W2980279061","https://openalex.org/W4280609833","https://openalex.org/W2136943174","https://openalex.org/W2334685461","https://openalex.org/W1973979964"],"abstract_inverted_index":{"Industrial":[0],"cognitive":[1],"radio":[2],"networks":[3],"(ICRNs)":[4],"have":[5],"been":[6],"a":[7,54,72,85,101,109],"promising":[8],"spectrum":[9],"-sharing":[10],"solution":[11],"for":[12,30,64,80,96,115,134],"massive":[13],"resource-constrained":[14],"wireless":[15],"devices":[16],"in":[17,130,138],"the":[18,34,44,93,124],"industrial":[19],"Internet":[20],"of":[21,46,126,140],"things":[22],"(1IoT).":[23],"However,":[24],"ICRNs":[25],"are":[26],"raising":[27],"new":[28],"opportunities":[29],"ma-licious":[31],"users,":[32],"wherein":[33],"threat":[35],"landscape":[36],"is":[37,105],"compounded":[38],"with":[39],"few-shot":[40,62,98,132],"attacks":[41,63,133],"due":[42],"to":[43,107],"insufficiency":[45],"high-quality":[47],"examples.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52,69,83],"propose":[53],"novel":[55],"lightweight":[56,110],"intrusion":[57,77,89],"detection":[58,78,90],"system":[59],"focusing":[60],"on":[61,119],"ICRNs,":[65],"called":[66],"KDFS-IDS.":[67,116],"Specifically,":[68],"first":[70],"develop":[71],"teacher-student":[73],"model":[74,91,95,114],"based":[75],"hierarchical":[76],"framework":[79],"ICRNs.":[81],"Second,":[82],"design":[84],"convolutional":[86],"neural":[87],"network-based":[88],"as":[92],"fundamental":[94],"identifying":[97],"attacks.":[99],"Third,":[100],"knowledge":[102],"distillation":[103],"strategy":[104],"crafted":[106],"obtain":[108],"but":[111],"sufficiently":[112],"accurate":[113],"Extensive":[117],"experiments":[118],"three":[120],"public":[121],"datasets":[122],"demonstrate":[123],"superiorities":[125],"our":[127],"proposed":[128],"scheme":[129],"detecting":[131],"I":[135],"CRN":[136],"s,":[137],"terms":[139],"both":[141],"effectiveness":[142],"and":[143],"accuracy.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
