{"id":"https://openalex.org/W4392904286","doi":"https://doi.org/10.1109/icassp48485.2024.10447497","title":"On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing","display_name":"On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904286","doi":"https://doi.org/10.1109/icassp48485.2024.10447497"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11250/3158058","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092794903","display_name":"Ehsan Lari","orcid":"https://orcid.org/0000-0003-2635-0028"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ehsan Lari","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Electronic Systems,Norway","Department of Electronic Systems, Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Electronic Systems,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Electronic Systems, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082804113","display_name":"Vinay Chakravarthi Gogineni","orcid":"https://orcid.org/0000-0003-2171-9623"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Vinay Chakravarthi Gogineni","raw_affiliation_strings":["University of Southern Denmark,The Maersk Mc-Kinney Moller Institute,Denmark","The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern Denmark,The Maersk Mc-Kinney Moller Institute,Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]},{"raw_affiliation_string":"The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044185375","display_name":"Reza Arablouei","orcid":"https://orcid.org/0000-0002-6932-2900"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Reza Arablouei","raw_affiliation_strings":["CSIRO’s Data61,Pullenvale,QLD,Australia,4069"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO’s Data61,Pullenvale,QLD,Australia,4069","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059938646","display_name":"Stefan Werner","orcid":"https://orcid.org/0000-0003-0148-4724"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Stefan Werner","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Electronic Systems,Norway","Department of Electronic Systems, Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Electronic Systems,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Electronic Systems, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1302,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80011066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"9201","last_page":"9205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9729999899864197,"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":0.9713000059127808,"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":0.7021079659461975},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6916986703872681},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.511489748954773},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5088289380073547},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4884447157382965},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.44196581840515137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23970913887023926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7021079659461975},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6916986703872681},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.511489748954773},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5088289380073547},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4884447157382965},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.44196581840515137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23970913887023926},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/6a137a36-f923-486f-9240-16f3ddd1fa3c","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/6a137a36-f923-486f-9240-16f3ddd1fa3c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lari, E, Chakravarthi Gogineni, V, Arablouei, R & Werner, S 2024, On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing. in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 9201-9205, 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, 14/04/2024. https://doi.org/10.1109/icassp48485.2024.10447497","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/3158058","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3158058","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ntnuopen.ntnu.no:11250/3158058","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3158058","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6499999761581421,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2077904612","https://openalex.org/W2091734247","https://openalex.org/W2912213068","https://openalex.org/W3006979403","https://openalex.org/W3015636663","https://openalex.org/W3016207298","https://openalex.org/W3051272477","https://openalex.org/W3104140780","https://openalex.org/W3138597937","https://openalex.org/W3148526481","https://openalex.org/W3196463200","https://openalex.org/W3207527102","https://openalex.org/W4229455429","https://openalex.org/W4252654521","https://openalex.org/W4300427714","https://openalex.org/W4312311230","https://openalex.org/W4312871782","https://openalex.org/W4384948739","https://openalex.org/W4385694555","https://openalex.org/W4388820465","https://openalex.org/W6728757088","https://openalex.org/W6738383168","https://openalex.org/W6748786018","https://openalex.org/W6748805329","https://openalex.org/W6770634426","https://openalex.org/W6780897730"],"related_works":["https://openalex.org/W2358804928","https://openalex.org/W4225710828","https://openalex.org/W1998528887","https://openalex.org/W2965538880","https://openalex.org/W2143282039","https://openalex.org/W2528370785","https://openalex.org/W4200335562","https://openalex.org/W2861933770","https://openalex.org/W2361145238","https://openalex.org/W2371267447"],"abstract_inverted_index":{"We":[0],"investigate":[1],"the":[2,5,22,25,29,48,58,72,83,91],"robustness":[3],"of":[4,24,31,68,85],"recently":[6],"introduced":[7],"partialsharing":[8],"online":[9],"federated":[10],"learning":[11],"(PSO-Fed)":[12],"algorithm":[13,27],"against":[14],"model-poisoning":[15,98,129],"attacks.":[16,99],"To":[17],"this":[18],"end,":[19],"we":[20],"analyze":[21],"performance":[23],"PSO-Fed":[26,50,86,110,140],"in":[28,90],"presence":[30],"Byzantine":[32,113],"clients,":[33],"who":[34],"may":[35],"clandestinely":[36],"corrupt":[37],"their":[38],"local":[39],"models":[40],"with":[41,47,71,97,118],"additive":[42],"noise":[43],"before":[44],"sharing":[45],"them":[46],"server.":[49,73],"can":[51,87,111],"operate":[52],"on":[53],"streaming":[54],"data":[55],"and":[56,107],"reduce":[57],"communication":[59],"load":[60],"by":[61],"allowing":[62],"each":[63],"client":[64],"to":[65],"exchange":[66],"parts":[67],"its":[69,119,143],"model":[70],"Our":[74,100,122],"analysis,":[75],"considering":[76],"a":[77,135],"linear":[78],"regression":[79],"task,":[80],"reveals":[81],"that":[82,109,141],"convergence":[84],"be":[88],"ensured":[89],"mean":[92],"sense,":[93],"even":[94],"when":[95,128],"confronted":[96],"extensive":[101],"numerical":[102],"results":[103,124],"support":[104],"our":[105],"claim":[106],"demonstrate":[108],"mitigate":[112],"attacks":[114,130],"more":[115],"effectively":[116],"compared":[117],"state-of-the-art":[120],"competitors.":[121],"simulation":[123],"also":[125],"reveal":[126],"that,":[127],"are":[131],"present,":[132],"there":[133],"exists":[134],"non-trivial":[136],"optimal":[137],"stepsize":[138],"for":[139],"minimizes":[142],"steady-state":[144],"mean-square":[145],"error.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}