{"id":"https://openalex.org/W4409126857","doi":"https://doi.org/10.1007/s41019-025-00283-0","title":"Analysis and Multi-objective Protection of Public Medical Datasets from Privacy and Utility Perspectives","display_name":"Analysis and Multi-objective Protection of Public Medical Datasets from Privacy and Utility Perspectives","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409126857","doi":"https://doi.org/10.1007/s41019-025-00283-0"},"language":"en","primary_location":{"id":"doi:10.1007/s41019-025-00283-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-025-00283-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-025-00283-0.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s41019-025-00283-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113699631","display_name":"Samsad Jahan","orcid":null},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Samsad Jahan","raw_affiliation_strings":["Institute for Sustainable Industries and Liveable Cities, Victoria University, 70/104 Ballarat Rd, Footscray, VIC, 3011, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries and Liveable Cities, Victoria University, 70/104 Ballarat Rd, Footscray, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011932689","display_name":"Yong-Feng Ge","orcid":"https://orcid.org/0000-0002-5955-6295"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong-Feng Ge","raw_affiliation_strings":["Institute for Sustainable Industries and Liveable Cities, Victoria University, 70/104 Ballarat Rd, Footscray, VIC, 3011, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5955-6295","affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries and Liveable Cities, Victoria University, 70/104 Ballarat Rd, Footscray, VIC, 3011, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070732010","display_name":"Enamul Kabir","orcid":"https://orcid.org/0000-0002-6157-2753"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Enamul Kabir","raw_affiliation_strings":["School of Mathematics, Physics and Computing, University of Southern Queensland, 487-535 West St, Toowoomba, QLD, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics and Computing, University of Southern Queensland, 487-535 West St, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066110010","display_name":"Kate Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kate Wang","raw_affiliation_strings":["School of Health and Biomedical Sciences, RMIT University, 30 Janefield Drive, Bundoora, VIC, 3083, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health and Biomedical Sciences, RMIT University, 30 Janefield Drive, Bundoora, VIC, 3083, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113699631"],"corresponding_institution_ids":["https://openalex.org/I71270174"],"apc_list":null,"apc_paid":null,"fwci":4.1552,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93241573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"362","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9857000112533569,"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/computer-science","display_name":"Computer science","score":0.7771281003952026},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.7320085167884827},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.48464494943618774},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3938976526260376},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32769161462783813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771281003952026},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.7320085167884827},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.48464494943618774},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3938976526260376},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32769161462783813}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41019-025-00283-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-025-00283-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-025-00283-0.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d33b63263e0f454da3c5044f4997b7c1","is_oa":true,"landing_page_url":"https://doaj.org/article/d33b63263e0f454da3c5044f4997b7c1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science and Engineering, Vol 10, Iss 3, Pp 362-375 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41019-025-00283-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-025-00283-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-025-00283-0.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1185","issn":["2364-1185","2364-1541"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409126857.pdf","grobid_xml":"https://content.openalex.org/works/W4409126857.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W23289571","https://openalex.org/W77869065","https://openalex.org/W1632686634","https://openalex.org/W1965503804","https://openalex.org/W1992286709","https://openalex.org/W1996300823","https://openalex.org/W1999717639","https://openalex.org/W2068643108","https://openalex.org/W2072782187","https://openalex.org/W2109426455","https://openalex.org/W2119067110","https://openalex.org/W2126105956","https://openalex.org/W2134167315","https://openalex.org/W2136114025","https://openalex.org/W2142406320","https://openalex.org/W2159024459","https://openalex.org/W2197582584","https://openalex.org/W2301977247","https://openalex.org/W2535351973","https://openalex.org/W2549955619","https://openalex.org/W2558150887","https://openalex.org/W2568585573","https://openalex.org/W2580435249","https://openalex.org/W2759979881","https://openalex.org/W2950161378","https://openalex.org/W2950414350","https://openalex.org/W3092177290","https://openalex.org/W3125914755","https://openalex.org/W3185103244","https://openalex.org/W3192442226","https://openalex.org/W3195463078","https://openalex.org/W3197875103","https://openalex.org/W4206258573","https://openalex.org/W4250863246","https://openalex.org/W4283328089","https://openalex.org/W4295014685","https://openalex.org/W4295015818","https://openalex.org/W4312519793","https://openalex.org/W4315783782","https://openalex.org/W4381325186","https://openalex.org/W4385616961","https://openalex.org/W4385627526","https://openalex.org/W4387186069","https://openalex.org/W4387448016","https://openalex.org/W4387482573","https://openalex.org/W4391575372","https://openalex.org/W6630737093"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2953707841","https://openalex.org/W4403547452","https://openalex.org/W1496791764","https://openalex.org/W4318485713","https://openalex.org/W2740319091","https://openalex.org/W4225340788","https://openalex.org/W33899462"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2,164,196],"era":[3,217],"of":[4,9,40,73,89,100,112,188,211,218,223],"big":[5],"data,":[6],"seamless":[7],"distribution":[8],"healthcare":[10,232],"information":[11],"is":[12],"crucial":[13],"for":[14,43,169,175],"improving":[15],"patient":[16,241],"care":[17,242],"and":[18,46,77,81,103,108,129,143,152,179,191,230,234,243],"advancing":[19],"medical":[20,44,92,176],"research,":[21],"necessitating":[22],"meticulous":[23],"attention":[24],"to":[25,64,69,123,148,208],"preserving":[26],"health":[27,75,155,212],"data":[28,59,156,170,177,213],"privacy.":[29],"However,":[30],"overly":[31],"stringent":[32],"protection":[33,56,229],"measures":[34],"can":[35,203,226],"impede":[36],"the":[37,71,98,110,139,162,186,189,192,200,209,216],"efficient":[38],"utilization":[39],"invaluable":[41],"resources":[42],"research":[45],"personalized":[47],"healthcare,":[48],"posing":[49],"a":[50,90,134,144,167,245],"central":[51],"challenge":[52],"in":[53,154,215],"balancing":[54],"privacy":[55,72,95,106,117,125,151,182,214,228],"with":[57,236],"effective":[58],"utilization.":[60],"This":[61],"study":[62,120],"aims":[63],"explore":[65],"various":[66],"methods":[67],"used":[68],"protect":[70],"patients\u2019":[74],"records,":[76],"evaluates":[78],"their":[79],"advantages":[80],"limitations.":[82],"Additionally,":[83],"it":[84,132],"conducts":[85],"an":[86],"in-depth":[87],"analysis":[88],"public":[91],"dataset":[93],"concerning":[94],"protection,":[96],"assessing":[97],"effectiveness":[99],"k":[101],"-anonymity":[102],"l":[104],"-diversity":[105],"criteria":[107],"examining":[109,161],"influence":[111],"quasi-identifier":[113],"(QID)":[114],"attributes":[115,174],"on":[116,172],"preservation.":[118],"The":[119],"showcases":[121],"techniques":[122],"achieve":[124],"standards,":[126],"including":[127],"generalization":[128],"suppression.":[130],"Furthermore,":[131],"introduces":[133],"novel":[135],"approach":[136],"that":[137,199],"utilizes":[138],"genetic":[140],"algorithm":[141],"(GA)":[142],"non-dominated":[145,193,206],"sorting":[146,194],"technique":[147],"maximize":[149],"both":[150],"utility":[153],"through":[157],"multi-objective":[158],"optimization.":[159],"After":[160],"results,":[163],"paper":[165,197],"offers":[166],"guide":[168],"owners":[171],"selecting":[173],"publication":[178],"choosing":[180],"suitable":[181],"preservation":[183],"strategies.":[184],"Through":[185],"exploration":[187],"GA":[190,202],"approach,":[195],"suggests":[198],"proposed":[201],"offer":[204],"promising":[205],"solutions":[207],"issue":[210],"data-driven":[219],"healthcare.":[220],"A":[221],"combination":[222],"these":[224],"algorithms":[225],"enhance":[227],"provide":[231],"professionals":[233],"researchers":[235],"essential":[237],"knowledge,":[238],"ultimately":[239],"benefiting":[240],"ensuring":[244],"more":[246],"secure":[247],"database":[248],"system.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}