{"id":"https://openalex.org/W4403177487","doi":"https://doi.org/10.1007/s41060-024-00660-4","title":"Privacy-preserving distributed learning: collaborative training on principal components and orthogonal projections of datapoints","display_name":"Privacy-preserving distributed learning: collaborative training on principal components and orthogonal projections of datapoints","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403177487","doi":"https://doi.org/10.1007/s41060-024-00660-4"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-024-00660-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-024-00660-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5101623835","display_name":"Lu Huang","orcid":"https://orcid.org/0000-0002-1588-8669"},"institutions":[{"id":"https://openalex.org/I181635417","display_name":"Shinawatra University","ror":"https://ror.org/02sr8jt85","country_code":"TH","type":"education","lineage":["https://openalex.org/I181635417"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Lu Huang","raw_affiliation_strings":["Shinawatra University, Bangkok, 10400, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shinawatra University, Bangkok, 10400, Thailand","institution_ids":["https://openalex.org/I181635417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107031715","display_name":"Beijia Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I3017480383","display_name":"Southwest Medical University","ror":"https://ror.org/00g2rqs52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I3017480383"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beijia Zou","raw_affiliation_strings":["School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3017480383"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China","institution_ids":["https://openalex.org/I3017480383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014426980","display_name":"Lisha Zhong","orcid":"https://orcid.org/0000-0003-4966-0408"},"institutions":[{"id":"https://openalex.org/I3017480383","display_name":"Southwest Medical University","ror":"https://ror.org/00g2rqs52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I3017480383"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisha Zhong","raw_affiliation_strings":["School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3017480383"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China","institution_ids":["https://openalex.org/I3017480383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019204595","display_name":"Dongjing Shan","orcid":"https://orcid.org/0000-0001-6386-6096"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I3017480383","display_name":"Southwest Medical University","ror":"https://ror.org/00g2rqs52","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I3017480383"]},{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongjing Shan","raw_affiliation_strings":["Army Engineering University, Chongqing, 400035, People\u2019s Republic of China","School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","Army Engineering University, Chongqing, 400035, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Army Engineering University, Chongqing, 400035, People\u2019s Republic of China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I4210163363"]},{"raw_affiliation_string":"School of Medical Information and Engineering, Southwest Medical University, Luzhou, 646000, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3017480383"]},{"raw_affiliation_string":"Army Engineering University, Chongqing, 400035, People's Republic of China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019204595","https://openalex.org/A5101623835"],"corresponding_institution_ids":["https://openalex.org/I151075929","https://openalex.org/I181635417","https://openalex.org/I3017480383","https://openalex.org/I4210163363"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12495536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"3","first_page":"2987","last_page":"2998"},"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9861999750137329,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9362999796867371,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.615821123123169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5803083777427673},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5732293128967285},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5589038133621216},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4608208239078522},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.45524993538856506},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3442162871360779},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32962220907211304},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2749437689781189},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21201032400131226},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1731366217136383}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.615821123123169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5803083777427673},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5732293128967285},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5589038133621216},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4608208239078522},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.45524993538856506},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3442162871360779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32962220907211304},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2749437689781189},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21201032400131226},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1731366217136383},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-024-00660-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-024-00660-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7651671014","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0170","funder_id":"https://openalex.org/F4320327726","funder_display_name":"Natural Science Foundation Project of Chongqing, Chongqing Science and Technology Commission"}],"funders":[{"id":"https://openalex.org/F4320327726","display_name":"Natural Science Foundation Project of Chongqing, Chongqing Science and Technology Commission","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W107619411","https://openalex.org/W569478347","https://openalex.org/W1977295328","https://openalex.org/W2034637379","https://openalex.org/W2053637704","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2607603241","https://openalex.org/W2760923572","https://openalex.org/W2804860796","https://openalex.org/W2895699061","https://openalex.org/W2908055926","https://openalex.org/W2963854930","https://openalex.org/W2967821093","https://openalex.org/W2971544482","https://openalex.org/W3014517104","https://openalex.org/W3034368386","https://openalex.org/W3080427797","https://openalex.org/W3086809868","https://openalex.org/W3091870957","https://openalex.org/W3105886168","https://openalex.org/W3106974277","https://openalex.org/W3138154797","https://openalex.org/W3152950858","https://openalex.org/W3161758233","https://openalex.org/W3192820662","https://openalex.org/W4205766200","https://openalex.org/W4372342808","https://openalex.org/W4380320500","https://openalex.org/W4383754164","https://openalex.org/W4385299238","https://openalex.org/W4385679694","https://openalex.org/W6600234944","https://openalex.org/W6600679772"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W230091440","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W4394050964","https://openalex.org/W1968140075","https://openalex.org/W2551249631"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}