{"id":"https://openalex.org/W4407199057","doi":"https://doi.org/10.1109/comnetsat63286.2024.10862791","title":"A Network-Based Intrusion Detection System for Internet of Things on Swarm Learning","display_name":"A Network-Based Intrusion Detection System for Internet of Things on Swarm Learning","publication_year":2024,"publication_date":"2024-11-28","ids":{"openalex":"https://openalex.org/W4407199057","doi":"https://doi.org/10.1109/comnetsat63286.2024.10862791"},"language":"en","primary_location":{"id":"doi:10.1109/comnetsat63286.2024.10862791","doi":"https://doi.org/10.1109/comnetsat63286.2024.10862791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comnetsat63286.2024.10862791","pdf_url":null,"source":{"id":"https://openalex.org/S7407087273","display_name":"IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5050538659","display_name":"Luan Van-Thien","orcid":"https://orcid.org/0000-0001-6448-5041","observed_orcids":["https://orcid.org/0000-0001-6448-5041"]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Luan Van-Thien","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115762604","display_name":"Duc Vu-Minh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc Vu-Minh","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115762605","display_name":"My Duong-Tran-Tra","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"My Duong-Tran-Tra","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115762606","display_name":"Anh Pham-Nguyen-Hai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Pham-Nguyen-Hai","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116171883","display_name":"Anh Nguyen-Dam-Nhat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Nguyen-Dam-Nhat","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053391693","display_name":"Thuat Nguyen-Khanh","orcid":"https://orcid.org/0000-0001-7509-5399","observed_orcids":["https://orcid.org/0000-0001-7509-5399"]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thuat Nguyen-Khanh","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027451198","display_name":"Quan Le\u2010Trung","orcid":"https://orcid.org/0000-0003-4078-1895","observed_orcids":["https://orcid.org/0000-0003-4078-1895"]},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I4387930302","display_name":"University of Information Technology","ror":"https://ror.org/05kdc4973","country_code":null,"type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quan Le-Trung","raw_affiliation_strings":["University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology Vietnam National University, Ho Chi Minh City,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I4387930302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4431,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59683122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"779","last_page":"786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9932000041007996,"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":0.9932000041007996,"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/T13038","display_name":"Internet of Things and AI","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.000699999975040555,"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/network-intrusion-detection","display_name":"network intrusion detection","score":0.847000002861023},{"id":"https://openalex.org/keywords/iot-security","display_name":"Internet of Things security","score":0.9919999837875366},{"id":"https://openalex.org/keywords/swarm-learning","display_name":"swarm learning","score":0.9710000157356262},{"id":"https://openalex.org/keywords/decentralized-machine-learning","display_name":"decentralized machine learning","score":0.9710000157356262},{"id":"https://openalex.org/keywords/ethereum","display_name":"Ethereum","score":0.8700000047683716},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.5109999775886536},{"id":"https://openalex.org/keywords/ciciot2023-dataset","display_name":"CICIoT2023","score":0.9800000190734863},{"id":"https://openalex.org/keywords/model-merging","display_name":"model merging","score":0.527999997138977},{"id":"https://openalex.org/keywords/sensor-node-resource-constraints","display_name":"sensor node resource constraints","score":0.5950000286102295}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7539791464805603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.734550952911377},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.614246666431427},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6130567193031311},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5552951097488403},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.47324830293655396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3501492142677307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3319806158542633},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.304438978433609},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21106261014938354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comnetsat63286.2024.10862791","doi":"https://doi.org/10.1109/comnetsat63286.2024.10862791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comnetsat63286.2024.10862791","pdf_url":null,"source":{"id":"https://openalex.org/S7407087273","display_name":"IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1978466096","https://openalex.org/W2903294440","https://openalex.org/W2990914279","https://openalex.org/W3046183292","https://openalex.org/W3116546042","https://openalex.org/W3164573547","https://openalex.org/W3172018708","https://openalex.org/W3191470662","https://openalex.org/W3208773001","https://openalex.org/W4280535971","https://openalex.org/W4297792564","https://openalex.org/W4312847977","https://openalex.org/W4361292119","https://openalex.org/W4367046764","https://openalex.org/W4382281941","https://openalex.org/W4386577741","https://openalex.org/W4388966623","https://openalex.org/W4392655974","https://openalex.org/W4399283298"],"related_works":["https://openalex.org/W2392603527","https://openalex.org/W2390009783","https://openalex.org/W2348767155","https://openalex.org/W2388497169","https://openalex.org/W3120393658","https://openalex.org/W4283700121","https://openalex.org/W1496376327","https://openalex.org/W2357468538","https://openalex.org/W1513478798","https://openalex.org/W4300599821"],"abstract_inverted_index":{"In":[0,80],"recent":[1],"years,":[2],"IoT":[3,16,41,47,78,94],"applications":[4],"have":[5,11,36],"become":[6],"increasingly":[7],"popular.":[8],"Smart":[9],"services":[10],"been":[12,37],"deployed":[13],"from":[14],"the":[15,40,46,50,60,77,103,148,152,178,188,192,195],"infrastructure":[17],"to":[18,85,100,113,131,165],"provide":[19],"convenience":[20],"for":[21,76,93],"humans":[22],"in":[23,39,70,203],"their":[24],"lives":[25],"and":[26,33,72,134,169,176,197],"related":[27],"activities.":[28],"Alongside":[29],"IoT\u2019s":[30],"potential,":[31],"security":[32,74,135],"privacy":[34],"concerns":[35],"highlighted":[38],"architecture.":[42],"One":[43],"weakness":[44],"of":[45,53,63,181],"system":[48,97,161],"is":[49,98],"widespread":[51],"deployment":[52],"sensor":[54,65],"nodes":[55,66],"with":[56,144],"wireless":[57],"connections.":[58],"Additionally,":[59],"limited":[61],"resources":[62],"these":[64],"pose":[67],"a":[68,87],"challenge":[69],"designing":[71],"implementing":[73],"solutions":[75],"infrastructure.":[79,95],"this":[81],"article,":[82],"we":[83],"plan":[84],"deploy":[86],"Network":[88],"Intrusion":[89],"Detection":[90],"System":[91],"(NIDS)":[92],"This":[96,119],"designed":[99],"run":[101],"on":[102,123],"Swarm":[104],"Learning":[105,171],"framework,":[106],"which":[107],"supports":[108],"decentralized":[109,138,182],"machine":[110,139,167,183],"learning":[111,140,168,184],"models":[112],"ensure":[114,132],"data":[115],"distribution":[116],"during":[117],"training.":[118],"framework":[120],"also":[121,174],"operates":[122],"Ethereum":[124],"\u2013":[125],"an":[126],"open-source":[127],"blockchain":[128],"platform":[129],"-":[130],"authenticity":[133],"while":[136],"training":[137],"models.":[141,172,185],"We":[142,173],"experiment":[143,175],"various":[145],"scenarios":[146],"using":[147],"CNN":[149],"model":[150],"via":[151],"CICIoT2023":[153],"dataset.":[154],"The":[155],"results":[156],"demonstrate":[157],"that":[158],"our":[159],"proposed":[160],"ensures":[162],"accuracy":[163,202],"comparable":[164],"centralized":[166],"Federated":[170],"evaluate":[177],"merge":[179],"methods":[180,199],"Even":[186],"though":[187],"mean":[189],"method":[190],"achieves":[191],"best":[193],"performance,":[194],"coordmedian":[196],"geomedian":[198],"give":[200],"greater":[201],"results.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}