{"id":"https://openalex.org/W4393028243","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10464435","title":"MetaCIDS: Metaverse Collaborative Intrusion Detection Based on Blockchain and Federated Learning","display_name":"MetaCIDS: Metaverse Collaborative Intrusion Detection Based on Blockchain and Federated Learning","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393028243","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10464435"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps58843.2023.10464435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10464435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"},"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/A5022180792","display_name":"Vu Tuan Truong","orcid":"https://orcid.org/0009-0003-3072-7905"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vu Tuan Truong","raw_affiliation_strings":["INRS, University of Québec,Montréal,QC,Canada,H5A 1K6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS, University of Québec,Montréal,QC,Canada,H5A 1K6","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048595448","display_name":"Vu Thai Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vu Thai Nguyen","raw_affiliation_strings":["INRS, University of Québec,Montréal,QC,Canada,H5A 1K6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS, University of Québec,Montréal,QC,Canada,H5A 1K6","institution_ids":["https://openalex.org/I39481719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029986211","display_name":"Long Bao Le","orcid":"https://orcid.org/0000-0003-3577-6530"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Long Bao Le","raw_affiliation_strings":["INRS, University of Québec,Montréal,QC,Canada,H5A 1K6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRS, University of Québec,Montréal,QC,Canada,H5A 1K6","institution_ids":["https://openalex.org/I39481719"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39481719"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"708","last_page":"713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9983000159263611,"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":0.9983000159263611,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9850999712944031,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9663000106811523,"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/blockchain","display_name":"Blockchain","score":0.8946774005889893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7203442454338074},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5871788263320923},{"id":"https://openalex.org/keywords/metaverse","display_name":"Metaverse","score":0.48227646946907043},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4621048867702484},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37525519728660583},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.28140848875045776},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.066913902759552},{"id":"https://openalex.org/keywords/geochemistry","display_name":"Geochemistry","score":0.05947697162628174}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8946774005889893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203442454338074},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5871788263320923},{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.48227646946907043},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4621048867702484},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37525519728660583},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28140848875045776},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.066913902759552},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.05947697162628174},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps58843.2023.10464435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10464435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2084496302","https://openalex.org/W2099940443","https://openalex.org/W2114579022","https://openalex.org/W2296509296","https://openalex.org/W2473418344","https://openalex.org/W2557450880","https://openalex.org/W2789828921","https://openalex.org/W2891366441","https://openalex.org/W3027095011","https://openalex.org/W3157680283","https://openalex.org/W3158350046","https://openalex.org/W3174086521","https://openalex.org/W4226176725","https://openalex.org/W4285127639","https://openalex.org/W4292387502","https://openalex.org/W4324290234","https://openalex.org/W4385245566","https://openalex.org/W6743821447","https://openalex.org/W6745609711"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W2133389611"],"abstract_inverted_index":{"Envisioned":[0],"to":[1,14,53,106,124,136,153],"be":[2],"the":[3,6,55,58,67,103,111,141,147,164],"next-generation":[4],"Internet,":[5],"metaverse":[7,68,81,108],"faces":[8],"far":[9],"more":[10],"security":[11,25],"challenges":[12],"due":[13],"its":[15],"large":[16],"scale,":[17],"distributed,":[18],"and":[19,33,166],"decentralized":[20],"nature.":[21],"While":[22],"traditional":[23],"third-party":[24],"solutions":[26],"remain":[27],"certain":[28],"limitations":[29],"such":[30,102],"as":[31],"scalability":[32],"Single":[34],"Point":[35],"of":[36,60,143,149,156,168],"Failure":[37],"(SPoF),":[38],"numerous":[39],"wearable":[40],"Augmented/Virtual":[41],"Reality":[42],"(AR/VR)":[43],"devices":[44],"with":[45,97],"increasingly":[46],"computational":[47],"capacity":[48],"can":[49,133],"contribute":[50],"underused":[51],"resource":[52],"protect":[54],"metaverse.":[56],"Realizing":[57],"potential":[59],"Collaborative":[61],"Intrusion":[62],"Detection":[63],"System":[64],"(CIDS)":[65],"in":[66],"context,":[69],"we":[70],"propose":[71],"MetaCIDS,":[72],"a":[73],"blockchain-based":[74],"Federated":[75],"Learning":[76],"(FL)":[77],"framework":[78],"that":[79,131],"allows":[80],"users":[82],"to:":[83],"(i)":[84],"collaboratively":[85],"train":[86],"an":[87],"adaptable":[88],"CIDS":[89],"model":[90,105],"based":[91],"on":[92],"their":[93],"collected":[94],"local":[95],"data":[96],"privacy":[98],"protection;":[99],"(ii)":[100],"utilize":[101],"FL":[104,144],"detect":[107],"intrusion":[109,119],"using":[110],"locally":[112],"observed":[113],"network":[114],"traffic;":[115],"(iii)":[116],"submit":[117],"verifiable":[118],"alerts":[120,150],"through":[121],"blockchain":[122],"transactions":[123],"obtain":[125],"token-based":[126],"reward.":[127],"Security":[128],"analysis":[129],"shows":[130],"MetaCIDS":[132],"tolerate":[134],"up":[135],"33%":[137],"malicious":[138],"trainers":[139],"during":[140],"training":[142],"models,":[145],"while":[146],"verifiability":[148],"offer":[151],"resistance":[152],"Distributed":[154],"Denial":[155],"Service":[157],"(DDoS)":[158],"attacks.":[159],"Besides,":[160],"experimental":[161],"results":[162],"illustrate":[163],"efficiency":[165],"feasibility":[167],"MetaCIDS.":[169]},"counts_by_year":[{"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"}