{"id":"https://openalex.org/W4388756135","doi":"https://doi.org/10.1109/tnse.2023.3333887","title":"Federated Learning With Privacy-Preserving Incentives for Aerial Computing Networks","display_name":"Federated Learning With Privacy-Preserving Incentives for Aerial Computing Networks","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4388756135","doi":"https://doi.org/10.1109/tnse.2023.3333887"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2023.3333887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3333887","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Network Science and Engineering","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/A5100396063","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-7019-837X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Wang","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101918399","display_name":"Yi Yang","orcid":"https://orcid.org/0009-0002-1128-0346"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032266950","display_name":"Wen Sun","orcid":"https://orcid.org/0000-0001-7086-4910"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Sun","raw_affiliation_strings":["School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042649772","display_name":"Qubeijian Wang","orcid":"https://orcid.org/0000-0002-6768-3016"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qubeijian Wang","raw_affiliation_strings":["School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Cybersecurity, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078005520","display_name":"Bin Guo","orcid":"https://orcid.org/0000-0001-6097-2467"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["Department of Computer Science, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014610561","display_name":"Jianhua He","orcid":"https://orcid.org/0000-0002-5738-8507"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jianhua He","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085493660","display_name":"Yuanguo Bi","orcid":"https://orcid.org/0000-0002-8424-8542"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanguo Bi","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100396063"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":2.0876,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89831499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":"6","first_page":"5336","last_page":"5348"},"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/T11133","display_name":"UAV Applications and Optimization","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7817749977111816},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5937201380729675},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.544305145740509},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5375504493713379},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5297635197639465},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.5273203253746033},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.4930214583873749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4646527171134949},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42903709411621094},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.42282813787460327},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41035377979278564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36650514602661133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18988627195358276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7817749977111816},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5937201380729675},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.544305145740509},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5375504493713379},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5297635197639465},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.5273203253746033},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.4930214583873749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4646527171134949},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42903709411621094},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.42282813787460327},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41035377979278564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36650514602661133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18988627195358276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2023.3333887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2023.3333887","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2775562353","https://openalex.org/W2984693664","https://openalex.org/W3091870957","https://openalex.org/W3098064161","https://openalex.org/W3122462552","https://openalex.org/W3132653113","https://openalex.org/W3135472452","https://openalex.org/W3135590557","https://openalex.org/W3155898870","https://openalex.org/W3168104141","https://openalex.org/W3211643445","https://openalex.org/W3215230729","https://openalex.org/W3216077648","https://openalex.org/W4210579206","https://openalex.org/W4210643803","https://openalex.org/W4212797575","https://openalex.org/W4214841577","https://openalex.org/W4220907588","https://openalex.org/W4221141674","https://openalex.org/W4224228169","https://openalex.org/W4225923531","https://openalex.org/W4283449883","https://openalex.org/W4285006107","https://openalex.org/W4285821462","https://openalex.org/W4293233981","https://openalex.org/W4296443096","https://openalex.org/W4308086001","https://openalex.org/W4311416218","https://openalex.org/W4312805983","https://openalex.org/W4312831189","https://openalex.org/W4313017734","https://openalex.org/W4313591524","https://openalex.org/W4317504316","https://openalex.org/W6810783806"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2558166297","https://openalex.org/W2734500670","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W1970141429","https://openalex.org/W4391095118"],"abstract_inverted_index":{"With":[0],"the":[1,15,24,38,47,65,74,77,89,130,133,146,175,178],"help":[2,11],"of":[3,26,40,49,59,67,132,177],"artificial":[4],"intelligence":[5],"(AI)":[6],"model,":[7],"aerial":[8,53,62,119],"computing":[9,54,63,120],"can":[10,160],"analyze":[12],"and":[13,18,43,110,169],"predict":[14],"network":[16],"dynamics":[17],"support":[19],"intelligent":[20],"decision-making":[21],"to":[22,36,70,80,128,144],"improve":[23],"performance":[25],"6G":[27],"space-air-ground":[28],"integrated":[29],"networks.":[30,55,121],"Federated":[31],"learning":[32,83,111,117,148,173],"has":[33],"been":[34],"proposed":[35],"tackle":[37],"challenges":[39],"limited":[41,179],"energy":[42],"data":[44],"shortage":[45],"for":[46,61,95,115],"application":[48],"AI":[50],"models":[51],"in":[52,118],"A":[56],"critical":[57],"problem":[58],"FL":[60],"is":[64],"lack":[66],"incentives":[68],"due":[69],"privacy":[71,125,131,167],"concerns.":[72],"On":[73,88],"one":[75],"hand,":[76,91],"information":[78],"needed":[79],"measure":[81],"users'":[82,92],"quality":[84,149],"may":[85,98],"be":[86],"eavesdropped.":[87],"other":[90],"real":[93,134],"costs":[94],"determining":[96],"payments":[97],"also":[99],"undertake":[100],"inference":[101],"attacks.":[102],"In":[103,136],"this":[104],"paper,":[105],"we":[106],"design":[107],"a":[108],"privacy-preserving":[109],"quality-aware":[112],"incentive":[113],"mechanism":[114],"federated":[116,172],"We":[122],"propose":[123],"differential":[124],"based":[126],"scheme":[127,159],"protect":[129],"cost.":[135],"addition,":[137],"utilize":[138],"Combinatorial":[139],"Multi-Armed":[140],"Bandit":[141],"(CMAB)":[142],"algorithm":[143],"evaluate":[145],"user":[147],"without":[150],"any":[151],"participant":[152],"information.":[153],"Simulation":[154],"results":[155],"demonstrate":[156],"that":[157],"our":[158],"significantly":[161],"motivate":[162],"high-quality":[163],"participants":[164],"with":[165],"guaranteed":[166],"preservation":[168],"achieve":[170],"effective":[171],"under":[174],"constraint":[176],"budget.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
