{"id":"https://openalex.org/W4392932840","doi":"https://doi.org/10.1109/ccnc51664.2024.10454789","title":"Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications","display_name":"Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392932840","doi":"https://doi.org/10.1109/ccnc51664.2024.10454789"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51664.2024.10454789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/4d14e4aa-c424-483c-bff8-7836efd95add","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069043129","display_name":"Yushan Siriwardhana","orcid":"https://orcid.org/0000-0001-5992-891X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Yushan Siriwardhana","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Finland","Centre for Wireless Communications, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042235008","display_name":"Pawani Porambage","orcid":"https://orcid.org/0000-0001-6365-9804"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pawani Porambage","raw_affiliation_strings":["VTT Technical Research Centre,Finland","VTT Technical Research Centre, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre,Finland","institution_ids":["https://openalex.org/I87653560"]},{"raw_affiliation_string":"VTT Technical Research Centre, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068169019","display_name":"Madhusanka Liyanage","orcid":"https://orcid.org/0000-0003-4786-030X"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Madhusanka Liyanage","raw_affiliation_strings":["School of Computer Science, University College Dublin,Ireland","School of Computer Science, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University College Dublin,Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040731348","display_name":"Samuel Marchal","orcid":"https://orcid.org/0000-0002-8522-2707"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Marchal","raw_affiliation_strings":["WithSecure Corp. & Aalto University"],"affiliations":[{"raw_affiliation_string":"WithSecure Corp. & Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059694865","display_name":"Mika Ylianttila","orcid":"https://orcid.org/0000-0002-8079-5514"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika Ylianttila","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Finland","Centre for Wireless Communications, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069043129"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":0.3651,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61835727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"956","last_page":"962"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9983999729156494,"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/T10237","display_name":"Cryptography and Data Security","score":0.9979000091552734,"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":0.7688401937484741},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4766410291194916},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.42912447452545166},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3950152099132538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2965012788772583},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.05189448595046997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688401937484741},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4766410291194916},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.42912447452545166},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3950152099132538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2965012788772583},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05189448595046997},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ccnc51664.2024.10454789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/128343","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/4d14e4aa-c424-483c-bff8-7836efd95add","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},{"id":"pmh:oai:zenodo.org:17233171","is_oa":true,"landing_page_url":"https://doi.org/10.1109/CCNC51664.2024.10454789","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE CCNC 2024, 2024 IEEE 21st Consumer Communications & Networking Conference, Las Vegas, NV, USA, 06-09 January 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/128343","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/4d14e4aa-c424-483c-bff8-7836efd95add","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G264021278","display_name":null,"funder_award_id":"13/RC/2077_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7077154747","display_name":null,"funder_award_id":"101021808","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2788816110","https://openalex.org/W2883059862","https://openalex.org/W2912083425","https://openalex.org/W2963618920","https://openalex.org/W3015613093","https://openalex.org/W3015636663","https://openalex.org/W3045638580","https://openalex.org/W3087391814","https://openalex.org/W3094368349","https://openalex.org/W3119593986","https://openalex.org/W3121122428","https://openalex.org/W3133913697","https://openalex.org/W3173677040","https://openalex.org/W4210485920","https://openalex.org/W4285554319","https://openalex.org/W4285815316","https://openalex.org/W4293155325","https://openalex.org/W6743821447","https://openalex.org/W6748786018","https://openalex.org/W6770634426","https://openalex.org/W6787633081","https://openalex.org/W7056673059"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4298221930","https://openalex.org/W2390279801","https://openalex.org/W2777914285","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4378677776","https://openalex.org/W3176937389"],"abstract_inverted_index":{"Federated":[0],"Learning":[1,7],"(FL)":[2],"is":[3,18,41,57],"a":[4,58,91,100],"distributed":[5],"Machine":[6],"(ML)":[8],"technique":[9],"that":[10,63,105,136],"allows":[11],"model":[12,66],"training":[13],"without":[14],"sharing":[15],"data.":[16],"FL":[17,40,45,56,62,74,86,103,149],"vulnerable":[19],"to":[20,34],"poisoning":[21,97,144],"attacks":[22,98,145],"where":[23],"an":[24,120],"adversary":[25],"manipulates":[26],"the":[27,35,50,70,73,115,137],"learning":[28],"process":[29],"by":[30],"providing":[31],"false":[32],"information":[33],"federation.":[36],"Ensuring":[37],"security":[38],"in":[39,46,84,99,146],"vital":[42],"before":[43],"using":[44],"real":[47],"applications,":[48],"as":[49],"consequences":[51],"can":[52,140],"be":[53],"adverse.":[54],"Multi-stage":[55],"novel":[59,92],"variant":[60],"of":[61,107],"performs":[64],"intermediate":[65],"aggregations,":[67],"thereby":[68],"reducing":[69],"traffic":[71],"toward":[72],"central":[75],"server.":[76],"The":[77,132],"existing":[78],"robust":[79,93,117],"aggregation":[80,94],"techniques":[81],"are":[82],"insufficient":[83],"multi-stage":[85,102,148],"systems.":[87,150],"This":[88],"paper":[89],"proposes":[90],"algorithm":[95,118,139],"against":[96,143],"three-layer":[101,147],"system":[104],"consists":[106],"device,":[108],"edge,":[109],"and":[110,129],"cloud":[111],"layers.":[112],"We":[113],"evaluate":[114],"proposed":[116,138],"considering":[119],"Augmented":[121],"Reality":[122],"(AR)":[123],"application":[124],"with":[125],"different":[126],"poisoner":[127],"placements":[128],"attack":[130],"strategies.":[131],"evaluation":[133],"results":[134],"show":[135],"effectively":[141],"defend":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}