{"id":"https://openalex.org/W4388646074","doi":"https://doi.org/10.1007/978-3-031-45155-3_19","title":"Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior","display_name":"Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388646074","doi":"https://doi.org/10.1007/978-3-031-45155-3_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-45155-3_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45155-3_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5028663616","display_name":"Amir Jaberzadeh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amir Jaberzadeh","raw_affiliation_strings":["Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078540596","display_name":"Ajay Kumar Shrestha","orcid":"https://orcid.org/0000-0002-1081-7036"},"institutions":[{"id":"https://openalex.org/I28638086","display_name":"Vancouver Island University","ror":"https://ror.org/033wcvv61","country_code":"CA","type":"education","lineage":["https://openalex.org/I28638086"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ajay Kumar Shrestha","raw_affiliation_strings":["Vancouver Island University, 900 Fifth St, Nanaimo, BC, V9R 5S5, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1081-7036","affiliations":[{"raw_affiliation_string":"Vancouver Island University, 900 Fifth St, Nanaimo, BC, V9R 5S5, Canada","institution_ids":["https://openalex.org/I28638086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111012220","display_name":"Faijan Ahamad Khan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faijan Ahamad Khan","raw_affiliation_strings":["Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114068495","display_name":"Mohammed Afaan Shaikh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Afaan Shaikh","raw_affiliation_strings":["Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007935059","display_name":"Bhargav Dave","orcid":"https://orcid.org/0000-0003-4228-506X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhargav Dave","raw_affiliation_strings":["Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103293509","display_name":"Jason Geng","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jason Geng","raw_affiliation_strings":["Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bayes Solutions, 840 Apollo St, El Segundo, CA, 90245, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103293509"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0299,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9757998,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9995999932289124,"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":0.9995999932289124,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9460999965667725,"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":0.7694931030273438},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6883172392845154},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.6599592566490173},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.555668830871582},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4719366729259491},{"id":"https://openalex.org/keywords/access-control","display_name":"Access control","score":0.47016236186027527},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.4676382541656494},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.4453592300415039},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4409344494342804},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4138234257698059},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3064735233783722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14548060297966003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7694931030273438},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6883172392845154},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.6599592566490173},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.555668830871582},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4719366729259491},{"id":"https://openalex.org/C527821871","wikidata":"https://www.wikidata.org/wiki/Q228502","display_name":"Access control","level":2,"score":0.47016236186027527},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.4676382541656494},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.4453592300415039},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4409344494342804},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4138234257698059},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3064735233783722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14548060297966003},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-45155-3_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45155-3_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2044212084","https://openalex.org/W2092551016","https://openalex.org/W2129122308","https://openalex.org/W2147063178","https://openalex.org/W2531858655","https://openalex.org/W2553595002","https://openalex.org/W2962811981","https://openalex.org/W2963617134","https://openalex.org/W2963855576","https://openalex.org/W2964256184","https://openalex.org/W3013860853","https://openalex.org/W3093883463","https://openalex.org/W3158567365","https://openalex.org/W4200390322","https://openalex.org/W4281763929"],"related_works":["https://openalex.org/W4297798448","https://openalex.org/W4388187043","https://openalex.org/W4396713893","https://openalex.org/W4285161539","https://openalex.org/W2982625131","https://openalex.org/W4396636834","https://openalex.org/W3092627261","https://openalex.org/W4396241386","https://openalex.org/W4399333949","https://openalex.org/W4285166115"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}