{"id":"https://openalex.org/W3199248696","doi":"https://doi.org/10.1109/icufn49451.2021.9528593","title":"Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms","display_name":"Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms","publication_year":2021,"publication_date":"2021-08-17","ids":{"openalex":"https://openalex.org/W3199248696","doi":"https://doi.org/10.1109/icufn49451.2021.9528593","mag":"3199248696"},"language":"en","primary_location":{"id":"doi:10.1109/icufn49451.2021.9528593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn49451.2021.9528593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Twelfth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-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/A5056713996","display_name":"Haemin Lee","orcid":"https://orcid.org/0000-0002-3334-2598"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Haemin Lee","raw_affiliation_strings":["Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056713996"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":4.6819,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95129283,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"430","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9843999743461609,"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/blockchain","display_name":"Blockchain","score":0.9670863747596741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937887907028198},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.6563539505004883},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6390031576156616},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.6109200716018677},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5114799737930298},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49268776178359985},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44528689980506897},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27565330266952515},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.26679807901382446}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9670863747596741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937887907028198},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.6563539505004883},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6390031576156616},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6109200716018677},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5114799737930298},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49268776178359985},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44528689980506897},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27565330266952515},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26679807901382446},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icufn49451.2021.9528593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn49451.2021.9528593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Twelfth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3212871455","display_name":null,"funder_award_id":"2021R1A4A1030775","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2508619106","https://openalex.org/W2541884796","https://openalex.org/W2754529701","https://openalex.org/W2805628168","https://openalex.org/W2811039706","https://openalex.org/W2898082692","https://openalex.org/W2904180942","https://openalex.org/W2907683311","https://openalex.org/W2919779463","https://openalex.org/W2973165538","https://openalex.org/W2974429275","https://openalex.org/W2974558844","https://openalex.org/W3006732565","https://openalex.org/W3014517104","https://openalex.org/W3054901684","https://openalex.org/W3080404044","https://openalex.org/W3099128725","https://openalex.org/W3101615319","https://openalex.org/W3102392503","https://openalex.org/W3103965909","https://openalex.org/W3117704303","https://openalex.org/W3122094680","https://openalex.org/W3129336662","https://openalex.org/W3133541004","https://openalex.org/W3172705532","https://openalex.org/W3182356845","https://openalex.org/W3213003155","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6782051548","https://openalex.org/W6798405465"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W4386058539"],"abstract_inverted_index":{"With":[0],"the":[1,10,54,83,96],"development":[2],"of":[3,12,18,56,98],"communication":[4],"technologies":[5],"in":[6,38,105],"5G":[7],"networks":[8],"and":[9,32,40,71,87,90,100,108],"Internet":[11],"things":[13],"(IoT),":[14],"a":[15,47,60,74,93],"massive":[16],"amount":[17],"generated":[19],"data":[20,28,103],"can":[21],"improve":[22],"machine":[23],"learning":[24],"(ML)":[25],"inference":[26],"through":[27,68],"sharing.":[29],"However,":[30],"security":[31],"privacy":[33],"concerns":[34],"are":[35],"major":[36],"obstacles":[37],"distributed":[39],"wireless":[41],"networks.":[42],"In":[43,58,77],"addition,":[44,59],"IoT":[45],"has":[46],"limitation":[48],"on":[49,53,95],"system":[50],"resources":[51],"depending":[52],"purpose":[55],"services.":[57],"blockchain":[61,88,99],"technology":[62],"enables":[63],"secure":[64],"transactions":[65],"among":[66],"participants":[67],"consensus":[69],"algorithms":[70],"encryption":[72],"without":[73],"centralized":[75],"coordinator.":[76],"this":[78],"paper,":[79],"we":[80],"first":[81],"review":[82],"federated":[84],"leaning":[85],"(FL)":[86],"mechanisms,":[89],"then,":[91],"present":[92],"survey":[94],"integration":[97],"FL":[101],"for":[102],"sharing":[104],"industrial,":[106],"vehicle,":[107],"healthcare":[109],"applications.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
