{"id":"https://openalex.org/W7167954155","doi":"https://doi.org/10.1016/j.jisa.2026.104567","title":"Using private data with freedom: A cloud-assisted ID-Private data join protocol for privacy-preserving machine learning over distributed data","display_name":"Using private data with freedom: A cloud-assisted ID-Private data join protocol for privacy-preserving machine learning over distributed data","publication_year":2026,"publication_date":"2026-07-11","ids":{"openalex":"https://openalex.org/W7167954155","doi":"https://doi.org/10.1016/j.jisa.2026.104567"},"language":"en","primary_location":{"id":"doi:10.1016/j.jisa.2026.104567","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jisa.2026.104567","pdf_url":null,"source":{"id":"https://openalex.org/S4210191536","display_name":"Journal of Information Security and Applications","issn_l":"2214-2126","issn":["2214-2126","2214-2134"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Security and Applications","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/A5140441008","display_name":"Xu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yan","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017561052","display_name":"Bin Lian","orcid":"https://orcid.org/0000-0001-9363-5782"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Lian","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134543710","display_name":"Tianyu Zhou","orcid":"https://orcid.org/0009-0009-1912-5501"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Zhou","raw_affiliation_strings":["Ningbo Institute of Information Technology Application, CAS (Ningbo Institute of Artificial Intelligence Industry, NIAII), Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Institute of Information Technology Application, CAS (Ningbo Institute of Artificial Intelligence Industry, NIAII), Ningbo, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140401678","display_name":"Bin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092448","display_name":"Ningbo Science and Technology Bureau","ror":"https://ror.org/00gskyj95","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210092448","https://openalex.org/I4210112917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["Ningbo Citizen Card Operation and Management Co., Ltd, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Citizen Card Operation and Management Co., Ltd, Ningbo, China","institution_ids":["https://openalex.org/I4210092448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001289013","display_name":"Jialin Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialin Cui","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050937682","display_name":"Xianghong Zhao","orcid":"https://orcid.org/0000-0001-6504-1418"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghong Zhao","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429612","display_name":"Liming Li","orcid":"https://orcid.org/0000-0001-7783-5493"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Li","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114166981","display_name":"Xinling Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinling Guo","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140435841","display_name":"Jian Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4405254534","display_name":"NingboTech University","ror":"https://ror.org/01xx18q52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405254534"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Tan","raw_affiliation_strings":["NingboTech University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NingboTech University, Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017561052"],"corresponding_institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4405254534"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74252138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"102","issue":null,"first_page":"104567","last_page":"104567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.8348000049591064,"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":0.8348000049591064,"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":0.10989999771118164,"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/T14347","display_name":"Big Data and Digital Economy","score":0.01080000028014183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6348999738693237},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.4424000084400177},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.3869999945163727},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.320499986410141},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.2919999957084656},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.29179999232292175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7016000151634216},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6348999738693237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48179998993873596},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.4424000084400177},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3643999993801117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36239999532699585},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jisa.2026.104567","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jisa.2026.104567","pdf_url":null,"source":{"id":"https://openalex.org/S4210191536","display_name":"Journal of Information Security and Applications","issn_l":"2214-2126","issn":["2214-2126","2214-2134"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Security and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6314548254013062,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2108834246","https://openalex.org/W2123845384","https://openalex.org/W2124218043","https://openalex.org/W2141420453","https://openalex.org/W2143824669","https://openalex.org/W2782492233","https://openalex.org/W2971064483","https://openalex.org/W3205525295","https://openalex.org/W4384519471","https://openalex.org/W4407575111","https://openalex.org/W4414445324"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-07-11T00:00:00"}
