{"id":"https://openalex.org/W4312994655","doi":"https://doi.org/10.1109/jiot.2022.3218339","title":"Joint Semantic Transfer Network for IoT Intrusion Detection","display_name":"Joint Semantic Transfer Network for IoT Intrusion Detection","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4312994655","doi":"https://doi.org/10.1109/jiot.2022.3218339"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3218339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3218339","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5059836848","display_name":"Jiashu Wu","orcid":"https://orcid.org/0000-0002-1347-1974"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiashu Wu","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1347-1974","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070306114","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0001-9438-6060"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9438-6060","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009558549","display_name":"Binhui Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binhui Xie","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3374-9603","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415954","display_name":"Shuang Li","orcid":"https://orcid.org/0000-0003-1910-7812"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Li","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1910-7812","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058609302","display_name":"Hao Dai","orcid":"https://orcid.org/0000-0003-1018-2162"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Dai","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1018-2162","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012757772","display_name":"Kejiang Ye","orcid":"https://orcid.org/0000-0001-6133-407X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejiang Ye","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6133-407X","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012773300","display_name":"Chengzhong Xu","orcid":"https://orcid.org/0000-0001-9480-0356"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Chengzhong Xu","raw_affiliation_strings":["State Key Laboratory of IoT for Smart City, Faculty of Science and Technology, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0001-9480-0356","affiliations":[{"raw_affiliation_string":"State Key Laboratory of IoT for Smart City, Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.565,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93195291,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"4","first_page":"3368","last_page":"3383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8105258941650391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5072996020317078},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46972596645355225},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4523804783821106},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41819190979003906},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.41808009147644043},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.41466644406318665},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4034344255924225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09595915675163269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105258941650391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5072996020317078},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46972596645355225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4523804783821106},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41819190979003906},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.41808009147644043},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.41466644406318665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4034344255924225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09595915675163269},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3218339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3218339","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G8271804238","display_name":null,"funder_award_id":"2021YFF0901102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W46086471","https://openalex.org/W1565176903","https://openalex.org/W2077373361","https://openalex.org/W2079668303","https://openalex.org/W2099940443","https://openalex.org/W2126311411","https://openalex.org/W2170607218","https://openalex.org/W2296509296","https://openalex.org/W2422697180","https://openalex.org/W2508804393","https://openalex.org/W2519397578","https://openalex.org/W2534270843","https://openalex.org/W2775359664","https://openalex.org/W2789828921","https://openalex.org/W2791951418","https://openalex.org/W2799758613","https://openalex.org/W2801118360","https://openalex.org/W2803106019","https://openalex.org/W2806576037","https://openalex.org/W2806665540","https://openalex.org/W2806697149","https://openalex.org/W2891512841","https://openalex.org/W2903294440","https://openalex.org/W2907310707","https://openalex.org/W2955014922","https://openalex.org/W2963073179","https://openalex.org/W2963748489","https://openalex.org/W2981682949","https://openalex.org/W2990456231","https://openalex.org/W2991507433","https://openalex.org/W2999641494","https://openalex.org/W3000307855","https://openalex.org/W3003685271","https://openalex.org/W3027095011","https://openalex.org/W3035037193","https://openalex.org/W3043530913","https://openalex.org/W3047379413","https://openalex.org/W3092755432","https://openalex.org/W3115360974","https://openalex.org/W3122864121","https://openalex.org/W3134274385","https://openalex.org/W3135384301","https://openalex.org/W3164964481","https://openalex.org/W3192519096","https://openalex.org/W3197865432","https://openalex.org/W4206141920","https://openalex.org/W4206739656","https://openalex.org/W4214623175","https://openalex.org/W4293208285","https://openalex.org/W6633602821","https://openalex.org/W6639480849","https://openalex.org/W6696675015","https://openalex.org/W6756143373","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W2364419519","https://openalex.org/W2017948608","https://openalex.org/W2360767377","https://openalex.org/W2360951146","https://openalex.org/W2361489582","https://openalex.org/W3200691949"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3],"propose":[4],"a":[5,26,36,73,100,132,178,199,205,225],"joint":[6],"semantic":[7,55,81,127,167],"transfer":[8,97,128],"network":[9,38],"(JSTN)":[10],"toward":[11],"effective":[12],"intrusion":[13,39,46],"detection":[14],"(ID)":[15],"for":[16],"large-scale":[17],"scarcely":[18],"labeled":[19],"Internet":[20],"of":[21,160,177,187,216,227,235],"Things":[22],"(IoT)":[23],"domain.":[24,145],"As":[25],"multisource":[27],"heterogeneous":[28],"domain":[29,41,48,61,102,121,192],"adaptation":[30],"(MS-HDA)":[31],"method,":[32],"the":[33,67,95,112,117,124,138,143,150,158,164,175,185,188,214,217,240],"JSTN":[34,64,218],"integrates":[35],"knowledge-rich":[37],"(NI)":[40],"and":[42,52,75,85,104,171,193,201,239],"another":[43],"small-scale":[44],"IoT":[45],"(II)":[47],"as":[49],"source":[50,83,139],"domains":[51,87],"preserves":[53],"intrinsic":[54],"properties":[56],"to":[57,71,93,115,142,156],"assist":[58],"target":[59,144,190],"II":[60,86,191],"ID.":[62],"The":[63,79,146,232],"jointly":[65],"transfers":[66,137],"following":[68],"three":[69],"semantics":[70],"learn":[72],"domain-invariant":[74],"discriminative":[76],"feature":[77,119,196],"representation.":[78],"scenario":[80],"endows":[82],"NI":[84],"with":[88,174],"characteristics":[89],"from":[90,198],"each":[91,236],"other":[92],"ease":[94],"knowledge":[96,107,134,154,161],"process":[98],"via":[99,131],"confused":[101],"discriminator":[103],"categorical":[105,140],"distribution":[106,141],"preservation.":[108],"It":[109],"also":[110,244],"reduces":[111],"source\u2013target":[113,147],"discrepancy":[114],"make":[116],"shared":[118],"space":[120],"invariant.":[122],"Meanwhile,":[123],"weighted":[125],"implicit":[126],"boosts":[129],"discriminability":[130],"fine-grained":[133],"preservation,":[135],"which":[136,183],"divergence":[148],"guides":[149],"importance":[151],"weighting":[152],"during":[153],"preservation":[155],"reflect":[157],"degree":[159],"learning.":[162],"Additionally,":[163],"hierarchical":[165],"explicit":[166],"alignment":[168,173],"performs":[169],"centroid-level":[170],"representative-level":[172],"help":[176],"geometric":[179],"similarity-aware":[180],"pseudo-label":[181],"refiner,":[182],"exploits":[184],"value":[186],"unlabeled":[189],"explicitly":[194],"aligns":[195],"representations":[197],"global":[200],"local":[202],"perspective":[203],"in":[204],"concentrated":[206],"manner.":[207],"Comprehensive":[208],"experiments":[209],"on":[210,223],"various":[211],"tasks":[212],"verify":[213],"superiority":[215],"against":[219],"state-of-the-art":[220],"comparing":[221],"methods,":[222],"average":[224],"10.3%":[226],"accuracy":[228],"boost":[229],"is":[230,243],"achieved.":[231],"statistical":[233],"soundness":[234],"constituting":[237],"component":[238],"computational":[241],"efficiency":[242],"verified.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}