{"id":"https://openalex.org/W4409284750","doi":"https://doi.org/10.1109/tdsc.2025.3559108","title":"Community-Oriented Duplex Privacy Amplification and Active Poisoning Resistance for Heterogeneous Federated Learning","display_name":"Community-Oriented Duplex Privacy Amplification and Active Poisoning Resistance for Heterogeneous Federated Learning","publication_year":2025,"publication_date":"2025-04-09","ids":{"openalex":"https://openalex.org/W4409284750","doi":"https://doi.org/10.1109/tdsc.2025.3559108"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2025.3559108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3559108","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},"type":"article","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/A5056148718","display_name":"Zan Zhou","orcid":"https://orcid.org/0000-0003-2388-2280"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zan Zhou","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2388-2280","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071321132","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3004-7091"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore","School of Computer Science and Engineering, Nanyang Technological University, China"],"raw_orcid":"https://orcid.org/0000-0002-3004-7091","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044191416","display_name":"Shujie Yang","orcid":"https://orcid.org/0000-0002-9597-2659"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shujie Yang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9597-2659","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101861432","display_name":"Hongjing Li","orcid":"https://orcid.org/0009-0004-5953-9091"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjing Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012550933","display_name":"Tengchao Ma","orcid":"https://orcid.org/0000-0003-3633-4881"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengchao Ma","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069646989","display_name":"Changqiao Xu","orcid":"https://orcid.org/0000-0003-1467-1086"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changqiao Xu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1467-1086","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.772,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97702024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"5015","last_page":"5032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9958999752998352,"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":0.9958999752998352,"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":0.9301000237464905,"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":0.6893601417541504},{"id":"https://openalex.org/keywords/duplex","display_name":"Duplex (building)","score":0.5541962385177612},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.49307557940483093},{"id":"https://openalex.org/keywords/resistance","display_name":"Resistance (ecology)","score":0.43529051542282104},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3812616467475891},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.368862509727478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6893601417541504},{"id":"https://openalex.org/C99611785","wikidata":"https://www.wikidata.org/wiki/Q6453233","display_name":"Duplex (building)","level":3,"score":0.5541962385177612},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.49307557940483093},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.43529051542282104},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3812616467475891},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.368862509727478},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tdsc.2025.3559108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3559108","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/217726","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/217726","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1754972173","display_name":null,"funder_award_id":"4244084","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G3564288279","display_name":null,"funder_award_id":"62401075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5692104327","display_name":null,"funder_award_id":"62394322","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7705936506","display_name":null,"funder_award_id":"2024M750259","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2027595342","https://openalex.org/W2194775991","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2734358244","https://openalex.org/W2912213068","https://openalex.org/W2962763344","https://openalex.org/W2963629772","https://openalex.org/W2964030120","https://openalex.org/W2965721472","https://openalex.org/W2967042130","https://openalex.org/W2970328489","https://openalex.org/W2970408908","https://openalex.org/W3016632787","https://openalex.org/W3017123256","https://openalex.org/W3025412407","https://openalex.org/W3035616549","https://openalex.org/W3043610783","https://openalex.org/W3080934299","https://openalex.org/W3104631511","https://openalex.org/W3127927415","https://openalex.org/W3128515475","https://openalex.org/W3137605545","https://openalex.org/W3172811949","https://openalex.org/W3174841780","https://openalex.org/W3175919946","https://openalex.org/W3183165740","https://openalex.org/W3200806020","https://openalex.org/W3204548896","https://openalex.org/W3208674021","https://openalex.org/W4206320562","https://openalex.org/W4226042189","https://openalex.org/W4226249052","https://openalex.org/W4299823361","https://openalex.org/W4306317349","https://openalex.org/W4396754427"],"related_works":["https://openalex.org/W2594732948","https://openalex.org/W2040933302","https://openalex.org/W2947698050","https://openalex.org/W2132579355","https://openalex.org/W1973105672","https://openalex.org/W2953675468","https://openalex.org/W2312326092","https://openalex.org/W2071985442","https://openalex.org/W1966095780","https://openalex.org/W2111375262"],"abstract_inverted_index":{"Privacy":[0],"protection":[1,129],"and":[2,24,34,51,75,84,108,130,143,157,191,196],"poisoning":[3,110,145,165,189],"resilience":[4,53],"are":[5,20],"important":[6],"concerns":[7],"for":[8],"federated":[9],"learning":[10,192],"(FL).":[11],"During":[12],"a":[13,118],"relatively":[14],"long":[15],"period,":[16],"the":[17,30,39,44,81,180],"corresponding":[18],"solutions":[19],"regarded":[21],"as":[22],"orthogonal":[23],"investigated":[25],"separately.":[26],"Unfortunately,":[27],"due":[28],"to":[29,41,66,70,105,125,178],"increasingly":[31],"complex":[32],"structure":[33],"ever-growing":[35],"parameter":[36],"dimensions":[37],"of":[38,47,87,182,186],"models":[40],"be":[42],"trained,":[43],"forthright":[45],"coupling":[46],"existing":[48],"differential":[49],"privacy":[50,74,128,141,187],"Byzantine":[52],"techniques":[54],"has":[55],"been":[56],"proved":[57],"incompatible":[58],"with":[59,150,154],"FL.":[60],"This":[61],"emerging":[62],"problem":[63],"prompts":[64],"us":[65],"give":[67],"serious":[68],"thought":[69],"jointly":[71],"guaranteeing":[72],"data":[73,85],"model":[76,132],"integrity.":[77],"Besides,":[78],"worse":[79],"still,":[80],"multi-task":[82],"characteristic":[83],"imbalance":[86],"heterogeneous":[88,121,197],"FL":[89,122],"inevitably":[90],"introduce":[91],"huge":[92],"variances,":[93],"which":[94],"make":[95],"privacy-preserving":[96],"under":[97,194],"acceptable":[98],"accuracy":[99,193],"loss":[100],"even":[101],"more":[102],"complicated,":[103],"not":[104],"mention":[106],"efficient":[107],"agile":[109],"resistance.":[111,146],"Against":[112],"this":[113],"bothersome":[114],"situation,":[115],"we":[116,172],"propose":[117],"community-oriented":[119,139],"secure":[120],"(CoS-HFL)":[123],"framework":[124],"provide":[126],"guaranteed":[127],"significant":[131],"robustness":[133],"simultaneously.":[134],"CoS-HFL":[135,183],"includes":[136],"two":[137],"parts:":[138],"duplex":[140],"amplification":[142],"credit-based":[144],"The":[147,160],"former":[148],"copes":[149],"potential":[151],"leakage":[152],"threats":[153],"both":[155],"uplink":[156],"downlink":[158],"obfuscations.":[159],"latter":[161],"further":[162],"actively":[163],"thwarts":[164],"attacks":[166],"based":[167],"on":[168,175],"credibility":[169],"evaluation.":[170],"Furthermore,":[171],"conduct":[173],"experiments":[174],"benchmark":[176],"datasets":[177],"highlight":[179],"performance":[181],"in":[184],"terms":[185],"amplification,":[188],"resistance,":[190],"adversarial":[195],"environments.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
