{"id":"https://openalex.org/W4390421955","doi":"https://doi.org/10.1109/jiot.2023.3348117","title":"Privacy-Preserving Collaborative Intrusion Detection in Edge of Internet of Things: A Robust and Efficient Deep Generative Learning Approach","display_name":"Privacy-Preserving Collaborative Intrusion Detection in Edge of Internet of Things: A Robust and Efficient Deep Generative Learning Approach","publication_year":2023,"publication_date":"2023-12-29","ids":{"openalex":"https://openalex.org/W4390421955","doi":"https://doi.org/10.1109/jiot.2023.3348117"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3348117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3348117","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/A5079875566","display_name":"Wei Yao","orcid":"https://orcid.org/0000-0003-3278-3049"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-3278-3049","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457326","display_name":"Zhao Hai","orcid":"https://orcid.org/0000-0001-9796-054X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-9796-054X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093333892","display_name":"Han Shi","orcid":"https://orcid.org/0009-0008-3282-6911"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Shi","raw_affiliation_strings":["College of Information, Liaoning University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0008-3282-6911","affiliations":[{"raw_affiliation_string":"College of Information, Liaoning University, Shenyang, China","institution_ids":["https://openalex.org/I118803816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3867,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95038371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"9","first_page":"15704","last_page":"15722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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":0.884078860282898},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5997275710105896},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5870493650436401},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.5106142163276672},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4935652017593384},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4930674731731415},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4786221385002136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47011247277259827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44511470198631287},{"id":"https://openalex.org/keywords/artificial-noise","display_name":"Artificial noise","score":0.4370521008968353},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.20136794447898865},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.10235762596130371},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09296634793281555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.884078860282898},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5997275710105896},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5870493650436401},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.5106142163276672},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4935652017593384},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4930674731731415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4786221385002136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47011247277259827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44511470198631287},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.4370521008968353},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.20136794447898865},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.10235762596130371},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09296634793281555},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3348117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3348117","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":[],"awards":[{"id":"https://openalex.org/G6291420280","display_name":null,"funder_award_id":"2020GFZD014","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W2002967403","https://openalex.org/W2026653933","https://openalex.org/W2027595342","https://openalex.org/W2073406092","https://openalex.org/W2096024255","https://openalex.org/W2109426455","https://openalex.org/W2141420453","https://openalex.org/W2410099853","https://openalex.org/W2473418344","https://openalex.org/W2594311007","https://openalex.org/W2786075294","https://openalex.org/W2792764867","https://openalex.org/W2910022251","https://openalex.org/W2958285686","https://openalex.org/W2962691117","https://openalex.org/W2962814013","https://openalex.org/W2963456518","https://openalex.org/W2963748489","https://openalex.org/W2967880504","https://openalex.org/W2971544482","https://openalex.org/W2991327923","https://openalex.org/W2991507433","https://openalex.org/W2993463367","https://openalex.org/W3013536937","https://openalex.org/W3021654819","https://openalex.org/W3037491300","https://openalex.org/W3037995823","https://openalex.org/W3040916395","https://openalex.org/W3043459281","https://openalex.org/W3044515030","https://openalex.org/W3086419524","https://openalex.org/W3086579950","https://openalex.org/W3087041179","https://openalex.org/W3087849800","https://openalex.org/W3092448674","https://openalex.org/W3098486933","https://openalex.org/W3105324058","https://openalex.org/W3105886168","https://openalex.org/W3120795858","https://openalex.org/W3164964481","https://openalex.org/W3182125009","https://openalex.org/W3185153723","https://openalex.org/W3197881190","https://openalex.org/W3201617817","https://openalex.org/W3202760407","https://openalex.org/W3206777662","https://openalex.org/W3209791287","https://openalex.org/W4205236679","https://openalex.org/W4210702638","https://openalex.org/W4213446860","https://openalex.org/W4250482878","https://openalex.org/W4285196615","https://openalex.org/W4286210752","https://openalex.org/W4292387448","https://openalex.org/W4292387502","https://openalex.org/W4312368553","https://openalex.org/W4323926691","https://openalex.org/W4378365142","https://openalex.org/W4382281941","https://openalex.org/W4383750730","https://openalex.org/W6685352114","https://openalex.org/W6728757088","https://openalex.org/W6731370813","https://openalex.org/W6735913928"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2944823289","https://openalex.org/W1751413323","https://openalex.org/W3037018281"],"abstract_inverted_index":{"The":[0],"swift":[1],"expansion":[2],"of":[3,6,30,154,191,219],"the":[4,130,133,151,155,168,189,192],"Internet":[5],"Things":[7],"(IoT)":[8],"has":[9,16],"brought":[10],"about":[11],"convenient":[12],"services,":[13],"but":[14],"it":[15],"also":[17,185],"increased":[18],"cyber":[19],"threats.":[20],"An":[21],"intrusion":[22,53,118,147],"detection":[23,119,220],"system":[24],"(IDS)":[25],"is":[26,63,102,184],"an":[27,57],"effective":[28,58],"tool":[29],"mitigating":[31],"security":[32],"concerns":[33],"by":[34,78],"identifying":[35],"suspicious":[36],"network":[37,137,142],"activities.":[38],"Many":[39],"decentralized":[40],"deep":[41],"learning":[42,47],"methods,":[43],"such":[44],"as":[45],"federated":[46],"(FL),":[48],"have":[49],"been":[50],"applied":[51],"for":[52],"detection.":[54,148],"However,":[55],"developing":[56],"and":[59,74,160,172,196,224],"reliable":[60],"collaborative":[61,117],"IDS":[62],"still":[64],"challenging":[65],"due":[66],"to":[67,144,167,187],"data":[68,96,143,174,198,207],"privacy":[69,123,152,158,226],"leakage":[70],"during":[71],"model":[72,80,138,170],"updates":[73],"high":[75],"communication":[76,177,222],"overhead":[77],"local":[79],"parameters.":[81],"Moreover,":[82],"existing":[83],"FL":[84],"methods":[85,216],"are":[86,165],"limited":[87],"in":[88,106,125,217],"practicality":[89],"since":[90],"they":[91],"only":[92],"perform":[93],"well":[94],"under":[95],"independent":[97],"identically":[98],"distribution":[99],"(IID),":[100],"which":[101],"not":[103],"commonly":[104],"found":[105],"real":[107],"scenarios.":[108],"To":[109,149],"solve":[110],"these":[111],"issues,":[112],"we":[113],"propose":[114],"a":[115],"novel":[116,180],"framework":[120],"with":[121],"strong":[122],"preservation":[124],"IoT":[126],"networks":[127],"(CIDIoT).":[128],"Specifically,":[129],"CIDIoT":[131,193,211],"extends":[132],"improved":[134],"generative":[135],"adversarial":[136],"without":[139],"exchanging":[140],"individual":[141],"enable":[145],"efficient":[146],"enhance":[150],"preserving":[153],"framework,":[156],"differential":[157],"noise":[159],"dynamic":[161],"threshold":[162],"secret":[163],"sharing":[164],"added":[166],"uploaded":[169],"information":[171],"downloaded":[173],"while":[175],"keeping":[176],"efficiency.":[178],"A":[179],"robust":[181],"aggregation":[182],"method":[183],"developed":[186],"increase":[188],"robustness":[190],"against":[194],"imbalanced":[195],"Non-IID":[197],"case.":[199],"Extensive":[200],"experimental":[201],"results":[202],"on":[203],"two":[204],"real-world":[205],"heterogeneous":[206],"sets":[208],"validate":[209],"that":[210],"significantly":[212],"outperforms":[213],"other":[214],"state-of-the-art":[215],"terms":[218],"accuracy,":[221],"overhead,":[223],"cooperative":[225],"preservation.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}