{"id":"https://openalex.org/W4387872654","doi":"https://doi.org/10.1109/icc45041.2023.10279722","title":"Differentially-Private Federated Intrusion Detection via Knowledge Distillation in Third-party IoT Systems of Smart Airports","display_name":"Differentially-Private Federated Intrusion Detection via Knowledge Distillation in Third-party IoT Systems of Smart Airports","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387872654","doi":"https://doi.org/10.1109/icc45041.2023.10279722"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10279722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/20436","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100350475","display_name":"Yang Chen","orcid":"https://orcid.org/0000-0003-1094-4905"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","institution_ids":["https://openalex.org/I82284825"]},{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023648639","display_name":"Saba Al\u2013Rubaye","orcid":"https://orcid.org/0000-0003-3293-904X"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saba Al-Rubaye","raw_affiliation_strings":["School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","institution_ids":["https://openalex.org/I82284825"]},{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085012064","display_name":"Antonios Tsourdos","orcid":"https://orcid.org/0000-0002-3966-7633"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonios Tsourdos","raw_affiliation_strings":["School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University,Milton Keynes,United Kingdom","institution_ids":["https://openalex.org/I82284825"]},{"raw_affiliation_string":"School of Aerospace, Transport and Manufacturing, Cranfield University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045467366","display_name":"Lawrence Baker","orcid":"https://orcid.org/0000-0001-9193-7656"},"institutions":[{"id":"https://openalex.org/I4210157630","display_name":"National Computing Centre (United Kingdom)","ror":"https://ror.org/05gptew44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210157630"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lawrence Baker","raw_affiliation_strings":["NCC Group,Manchester,United Kingdom","NCC Group, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCC Group,Manchester,United Kingdom","institution_ids":["https://openalex.org/I4210157630"]},{"raw_affiliation_string":"NCC Group, Manchester, United Kingdom","institution_ids":["https://openalex.org/I4210157630"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093111857","display_name":"Colin Gillingham","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157630","display_name":"National Computing Centre (United Kingdom)","ror":"https://ror.org/05gptew44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210157630"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Colin Gillingham","raw_affiliation_strings":["NCC Group,Manchester,United Kingdom","NCC Group, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCC Group,Manchester,United Kingdom","institution_ids":["https://openalex.org/I4210157630"]},{"raw_affiliation_string":"NCC Group, Manchester, United Kingdom","institution_ids":["https://openalex.org/I4210157630"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"603","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9922000169754028,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9908999800682068,"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":0.7723581790924072},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6065508127212524},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5973299145698547},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5941049456596375},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5919883847236633},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5397205948829651},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.4952947199344635},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4947015941143036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3266306519508362},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2259899377822876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723581790924072},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6065508127212524},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5973299145698547},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5941049456596375},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5919883847236633},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5397205948829651},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.4952947199344635},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4947015941143036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3266306519508362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2259899377822876},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc45041.2023.10279722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/20436","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/20436","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/20436","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/20436","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2002478203","https://openalex.org/W2168231600","https://openalex.org/W2440599146","https://openalex.org/W2473418344","https://openalex.org/W2513863019","https://openalex.org/W2551429935","https://openalex.org/W2791965076","https://openalex.org/W2884561390","https://openalex.org/W2908510526","https://openalex.org/W2964121744","https://openalex.org/W2971644666","https://openalex.org/W3016560828","https://openalex.org/W3034750754","https://openalex.org/W3109725889","https://openalex.org/W3170761970","https://openalex.org/W4205228770","https://openalex.org/W4288358239","https://openalex.org/W4299618167","https://openalex.org/W4318619660","https://openalex.org/W6684859321","https://openalex.org/W6981657223"],"related_works":["https://openalex.org/W2368672678","https://openalex.org/W2370626080","https://openalex.org/W2965111880","https://openalex.org/W2368576029","https://openalex.org/W2377210208","https://openalex.org/W116478885","https://openalex.org/W2391279445","https://openalex.org/W2390420166","https://openalex.org/W2354998446","https://openalex.org/W2378085033"],"abstract_inverted_index":{"With":[0],"the":[1,9,17,20,25,33,41,55,60,87,95,105,112],"increasing":[2],"deployment":[3],"of":[4,37,43,57,62,89,114,126,135],"IoT":[5,22,133],"and":[6,24,79,99,124],"Industry":[7],"4.0,":[8],"federated":[10],"learning":[11],"system":[12,46],"was":[13],"presented":[14],"to":[15,85,110],"preserve":[16],"privacy":[18,52,98],"between":[19,97],"third-party":[21,132],"systems":[23,134],"security":[26],"operation":[27],"center":[28],"in":[29,48,59],"smart":[30,49,137],"airports.":[31],"Nonetheless,":[32],"extremely":[34],"skewed":[35],"distribution":[36],"cyber":[38],"threats":[39],"increases":[40],"complexity":[42],"intrusion":[44,91],"detection":[45],"(IDS)":[47],"airports,":[50],"while":[51],"preservation":[53],"limits":[54],"utility":[56],"IDS":[58,130],"process":[61],"server":[63],"model":[64,84],"update.":[65],"In":[66,93],"this":[67],"article,":[68],"we":[69],"have":[70],"devised":[71],"a":[72,136],"knowledge":[73],"distillation":[74],"(KD)-based":[75],"Convolutional":[76],"Neural":[77],"Network":[78],"Gated":[80],"Recurrent":[81],"Unit":[82],"(CNN-GRU)":[83],"improve":[86],"accuracy":[88,100],"multiple":[90],"detection.":[92],"addition,":[94],"tradeoff":[96],"is":[101],"achieved":[102],"by":[103],"denoising":[104],"adaptive":[106],"parameter":[107],"update":[108],"mechanism":[109],"upgrade":[111],"optimizer":[113],"Differentially-Private":[115],"(DP)":[116],"Federated":[117,128],"IDS.":[118],"The":[119],"results":[120],"indicate":[121],"high":[122],"effectiveness":[123],"robustness":[125],"DP":[127],"KD-based":[129],"for":[131],"airport.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}