{"id":"https://openalex.org/W4415821084","doi":"https://doi.org/10.1109/jiot.2025.3627962","title":"Value-Compensated Decentralized Data Sharing: Can a Dual-Blockchain Framework With a Proof-of-Lightweight-Shapley Algorithm Make It Possible?","display_name":"Value-Compensated Decentralized Data Sharing: Can a Dual-Blockchain Framework With a Proof-of-Lightweight-Shapley Algorithm Make It Possible?","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4415821084","doi":"https://doi.org/10.1109/jiot.2025.3627962"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2025.3627962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3627962","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5030779700","display_name":"Ziwen Cheng","orcid":"https://orcid.org/0000-0003-3339-9903"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziwen Cheng","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3339-9903","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412565","display_name":"Bowen Wang","orcid":"https://orcid.org/0009-0003-2273-4259"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Wang","raw_affiliation_strings":["National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454371","display_name":"Yong Chen","orcid":"https://orcid.org/0000-0001-7778-2731"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Chen","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7778-2731","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073878137","display_name":"Chao Wu","orcid":"https://orcid.org/0000-0003-0181-4738"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wu","raw_affiliation_strings":["School of Public Affairs, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Affairs, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030040920","display_name":"Xin Deng","orcid":"https://orcid.org/0000-0003-2149-0240"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Deng","raw_affiliation_strings":["Hunan University of Technology and Business, Changsha, China","Hunan University Of Technology and Business, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology and Business, Changsha, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"Hunan University Of Technology and Business, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114910761","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0002-6616-1259"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6616-1259","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102000314","display_name":"Cheng Zhu","orcid":"https://orcid.org/0000-0003-0217-6782"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhu","raw_affiliation_strings":["National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0217-6782","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42329214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"1","first_page":"1188","last_page":"1207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.6322000026702881,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.6322000026702881,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.27570000290870667,"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":0.03500000014901161,"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/scalability","display_name":"Scalability","score":0.6251000165939331},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5627999901771545},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.46050000190734863},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4147999882698059},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.3792000114917755},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.3698999881744385},{"id":"https://openalex.org/keywords/data-integrity","display_name":"Data integrity","score":0.3393999934196472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690000176429749},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6251000165939331},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5627999901771545},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5281999707221985},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.46050000190734863},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4147999882698059},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.390500009059906},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.3792000114917755},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.3698999881744385},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36959999799728394},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3183000087738037},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.30889999866485596},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C205875254","wikidata":"https://www.wikidata.org/wiki/Q17156857","display_name":"Decentralised system","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3627962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3627962","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1877908581","display_name":null,"funder_award_id":"2021ZD0\u2009 110505","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G844995953","display_name":null,"funder_award_id":"XDA19090105","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8451288410","display_name":null,"funder_award_id":"U19B2042","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/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2487898712","https://openalex.org/W2763398287","https://openalex.org/W2978422189","https://openalex.org/W3008477738","https://openalex.org/W3016340377","https://openalex.org/W3084987877","https://openalex.org/W3107423520","https://openalex.org/W3108051446","https://openalex.org/W3120721446","https://openalex.org/W3123374528","https://openalex.org/W3156409290","https://openalex.org/W3198837878","https://openalex.org/W3202810279","https://openalex.org/W4210687285","https://openalex.org/W4281716264","https://openalex.org/W4285111252","https://openalex.org/W4285818136","https://openalex.org/W4307926598","https://openalex.org/W4312731257","https://openalex.org/W4313017734","https://openalex.org/W4313122353","https://openalex.org/W4313270306","https://openalex.org/W4316096764","https://openalex.org/W4320717855","https://openalex.org/W4320718988","https://openalex.org/W4364302664","https://openalex.org/W4367396531","https://openalex.org/W4385688888","https://openalex.org/W4388672518","https://openalex.org/W4390610691","https://openalex.org/W4390790028","https://openalex.org/W4392175280","https://openalex.org/W4394823679","https://openalex.org/W4399851667","https://openalex.org/W4400768945","https://openalex.org/W4401335547","https://openalex.org/W4402504896","https://openalex.org/W4403390450","https://openalex.org/W4403446692","https://openalex.org/W4403976986","https://openalex.org/W4404238556","https://openalex.org/W4408017203"],"related_works":[],"abstract_inverted_index":{"The":[0],"recent":[1],"convergence":[2,104],"of":[3,117,187],"blockchain":[4],"with":[5,102],"federated":[6],"learning":[7],"(BCFL)":[8],"offers":[9],"enhanced":[10],"data":[11,19,30,44,85,129,141,191],"privacy,":[12],"traceability,":[13],"and":[14,28,57,114,136,185],"ownership":[15],"protection":[16],"for":[17,33,54],"decentralized":[18,34,55,99,189],"sharing.":[20,192],"However,":[21],"current":[22],"research":[23],"lacks":[24],"consensus":[25],"on":[26,50],"accurate":[27],"fair":[29],"valuation":[31,45,86],"methods":[32],"environments-a":[35],"critical":[36],"yet":[37],"unresolved":[38],"challenge.":[39],"Existing":[40],"Shapley":[41],"value":[42],"(SV)-based":[43],"methods,":[46],"while":[47,79,152],"promising,":[48],"rely":[49],"centralized":[51],"frameworks":[52],"ill-suited":[53],"environments":[56],"incur":[58],"high":[59],"computational":[60,150],"costs.":[61],"To":[62],"address":[63],"this,":[64],"we":[65,92,125],"propose":[66],"a":[67,80,108,127],"scalable":[68],"dual-chain":[69],"architecture:":[70],"the":[71,89,94,162,170,183,188],"main":[72],"chain":[73,83],"handles":[74],"primary":[75],"BCFL":[76],"data-sharing":[77],"operations,":[78],"dedicated":[81],"side":[82,90],"offloads":[84],"tasks.":[87],"For":[88],"chain,":[91],"introduce":[93],"Proof-of-Lightweight-Shapley":[95],"(PoLS)":[96],"protocol,":[97],"enabling":[98],"SV":[100],"computation":[101,116],"theoretical":[103],"guarantees.":[105],"PoLS":[106,134,147],"leverages":[107],"proof-of-work-inspised":[109],"mechanism":[110],"to":[111,132],"facilitate":[112],"parallel":[113],"lightweight":[115],"shapley":[118,164],"values":[119],"using":[120],"Monte":[121],"Carlo":[122],"sampling.":[123],"Furthermore,":[124],"develop":[126],"SV-based":[128],"aggregation":[130,172],"protocol":[131],"validate":[133],"effectiveness":[135],"enhance":[137],"resilience":[138],"against":[139],"low-quality":[140],"attacks.":[142],"Extensive":[143],"experiments":[144],"confirm":[145],"that":[146],"significantly":[148],"reduces":[149],"overhead":[151],"maintaining":[153],"an":[154],"average":[155],"deviation":[156],"as":[157,159],"low":[158],"2.3%":[160],"from":[161],"true":[163],"value.":[165],"Moreover,":[166],"in":[167],"adversarial":[168],"scenarios,":[169],"PoLS-driven":[171],"strategy":[173],"improves":[174],"model":[175],"accuracy":[176],"by":[177],"25.7%":[178],"over":[179],"baselines,":[180],"thereby":[181],"strengthening":[182],"robustness":[184],"fairness":[186],"valuable":[190]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-11-03T00:00:00"}