{"id":"https://openalex.org/W4404499270","doi":"https://doi.org/10.1155/2024/2314019","title":"A Secure and Fair Client Selection Based on DDPG for Federated Learning","display_name":"A Secure and Fair Client Selection Based on DDPG for Federated Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404499270","doi":"https://doi.org/10.1155/2024/2314019"},"language":"en","primary_location":{"id":"doi:10.1155/2024/2314019","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/2314019","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/2314019","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/2314019","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071688458","display_name":"Tao Wan","orcid":"https://orcid.org/0000-0002-9507-8868"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Wan","raw_affiliation_strings":["School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn"],"raw_orcid":"https://orcid.org/0000-0002-9507-8868","affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066455915","display_name":"Shun Feng","orcid":"https://orcid.org/0009-0003-5722-956X"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shun Feng","raw_affiliation_strings":["School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn"],"raw_orcid":"https://orcid.org/0009-0003-5722-956X","affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063670436","display_name":"Weichuan Liao","orcid":"https://orcid.org/0000-0001-5920-8197"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weichuan Liao","raw_affiliation_strings":["School of Science ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn"],"raw_orcid":"https://orcid.org/0000-0001-5920-8197","affiliations":[{"raw_affiliation_string":"School of Science ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008181744","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0003-1712-1872"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn"],"raw_orcid":"https://orcid.org/0000-0003-1712-1872","affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055981994","display_name":"Jie Zhou","orcid":"https://orcid.org/0000-0002-8064-8055"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhou","raw_affiliation_strings":["School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn"],"raw_orcid":"https://orcid.org/0000-0002-8064-8055","affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering ,  East China Jiaotong University ,  Nanchang ,  330013 ,  China ,  ecjtu.jx.cn","institution_ids":["https://openalex.org/I13985625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071688458"],"corresponding_institution_ids":["https://openalex.org/I13985625"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":0.6623,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76203801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"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/T10237","display_name":"Cryptography and Data Security","score":0.9994000196456909,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7652188539505005},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7150108218193054},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3978669047355652},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3905387222766876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32719242572784424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7652188539505005},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7150108218193054},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3978669047355652},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3905387222766876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32719242572784424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/2024/2314019","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/2314019","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/2314019","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2024/2314019","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/2314019","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/2314019","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3722181598","display_name":null,"funder_award_id":"61962022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4421674142","display_name":null,"funder_award_id":"20242BAB25066","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G7086620112","display_name":null,"funder_award_id":"62062034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8732270613","display_name":null,"funder_award_id":"62172160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404499270.pdf","grobid_xml":"https://content.openalex.org/works/W4404499270.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2604738573","https://openalex.org/W3004702456","https://openalex.org/W3036534997","https://openalex.org/W3161225848","https://openalex.org/W3202866597","https://openalex.org/W4205374014","https://openalex.org/W4206116305","https://openalex.org/W4214717370","https://openalex.org/W4220867361","https://openalex.org/W4226057940","https://openalex.org/W4226407702","https://openalex.org/W4285117148","https://openalex.org/W4285127639","https://openalex.org/W4285170175","https://openalex.org/W4285196740","https://openalex.org/W4285818318","https://openalex.org/W4293258808","https://openalex.org/W4309630355","https://openalex.org/W4310677091","https://openalex.org/W4311253042","https://openalex.org/W4311457580","https://openalex.org/W4312906660","https://openalex.org/W4313554955","https://openalex.org/W4315628826","https://openalex.org/W4319970843","https://openalex.org/W4328105406","https://openalex.org/W4366815236","https://openalex.org/W4367310953","https://openalex.org/W4377107764","https://openalex.org/W4377235493","https://openalex.org/W4380270961","https://openalex.org/W4381785392","https://openalex.org/W4384499048","https://openalex.org/W4386280834","https://openalex.org/W4386869810","https://openalex.org/W4387441444","https://openalex.org/W4387870555","https://openalex.org/W4387914694","https://openalex.org/W4388662228","https://openalex.org/W4390904993","https://openalex.org/W4396886461","https://openalex.org/W4401508413"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Federated":[0],"learning":[1,6],"(FL)":[2],"is":[3,26,79,94],"a":[4,10,59,66,80,85,89,98],"machine":[5],"technique":[7],"in":[8,73,77,112],"which":[9],"large":[11],"number":[12],"of":[13,147],"clients":[14,140],"collaborate":[15],"to":[16,28,69],"train":[17],"models":[18],"without":[19],"sharing":[20],"private":[21],"data.":[22],"However,":[23],"FL\u2019s":[24],"integrity":[25],"vulnerable":[27],"unreliable":[29],"models;":[30],"for":[31],"instance,":[32],"data":[33],"poisoning":[34],"attacks":[35],"can":[36],"compromise":[37],"the":[38,105,108,113,121,143,148],"system.":[39,150],"In":[40],"addition,":[41],"system":[42],"preferences":[43],"and":[44,88,141,145],"resource":[45],"disparities":[46],"preclude":[47],"fair":[48],"participation":[49,110],"by":[50],"reliable":[51,139],"clients.":[52],"To":[53],"address":[54],"this":[55],"challenge,":[56],"we":[57],"propose":[58],"novel":[60],"client":[61,71],"selection":[62],"strategy":[63,118],"that":[64,83,133],"introduces":[65],"security\u2010fairness":[67],"value":[68,76],"measure":[70],"performance":[72],"FL.":[74],"The":[75,92,116],"question":[78],"composite":[81],"metric":[82],"combines":[84],"security":[86,144],"score":[87],"fairness":[90,146],"score.":[91],"former":[93],"dynamically":[95],"calculated":[96],"from":[97],"beta":[99],"distribution":[100],"reflecting":[101],"past":[102],"performance,":[103],"while":[104],"latter":[106],"considers":[107],"client\u2019s":[109],"frequency":[111],"aggregation":[114],"process.":[115],"weighting":[117],"based":[119],"on":[120],"deep":[122],"deterministic":[123],"policy":[124],"gradient":[125],"(DDPG)":[126],"determines":[127],"these":[128],"scores.":[129],"Experimental":[130],"results":[131],"confirm":[132],"our":[134],"method":[135],"fairly":[136],"effectively":[137],"selects":[138],"maintains":[142],"FL":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
