{"id":"https://openalex.org/W7203638473","doi":"https://doi.org/10.1109/iccsdfai70505.2026.11648033","title":"Personalized Federated Learning Systems for Secure and Private Analysis of Patient Medical Records","display_name":"Personalized Federated Learning Systems for Secure and Private Analysis of Patient Medical Records","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7203638473","doi":"https://doi.org/10.1109/iccsdfai70505.2026.11648033"},"language":"en","primary_location":{"id":"doi:10.1109/iccsdfai70505.2026.11648033","doi":"https://doi.org/10.1109/iccsdfai70505.2026.11648033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsdfai70505.2026.11648033","pdf_url":null,"source":{"id":"https://openalex.org/S7407096290","display_name":"International Conference on Cybersecurity, Digital Forensics, and AI Applications (ICCSDFAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Cybersecurity, Digital Forensics, and AI Applications (ICCSDFAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5005552385","display_name":"Adil Akhmetov","orcid":"https://orcid.org/0009-0005-0388-8564","observed_orcids":["https://orcid.org/0009-0005-0388-8564"]},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["CN","DK"],"is_corresponding":false,"raw_author_name":"Adil Akhmetov","raw_affiliation_strings":["SDU University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU University","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115037132","display_name":"Bauyrzhan Berlikozha","orcid":"https://orcid.org/0009-0003-9096-8719","observed_orcids":["https://orcid.org/0009-0003-9096-8719"]},"institutions":[{"id":"https://openalex.org/I3130577743","display_name":"Narxoz University","ror":"https://ror.org/0523w7v09","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130577743"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Bauyrzhan Berlikozha","raw_affiliation_strings":["Narxoz University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Narxoz University","institution_ids":["https://openalex.org/I3130577743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020447820","display_name":"Maxat Amreyev","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130577743","display_name":"Narxoz University","ror":"https://ror.org/0523w7v09","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130577743"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Maxat Amreyev","raw_affiliation_strings":["Narxoz University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Narxoz University","institution_ids":["https://openalex.org/I3130577743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116170970","display_name":"Farikha Nauruzbayeva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["CN","DK"],"is_corresponding":false,"raw_author_name":"Farikha Nauruzbayeva","raw_affiliation_strings":["SDU University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDU University","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59867168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"560","last_page":"565"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.0,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-federated-learning","display_name":"personalized federated learning","score":0.9229999780654907},{"id":"https://openalex.org/keywords/medical-records-privacy","display_name":"medical records privacy","score":0.5989999771118164},{"id":"https://openalex.org/keywords/secure-data-analysis","display_name":"secure data analysis","score":0.8050000071525574},{"id":"https://openalex.org/keywords/patient-data-protection","display_name":"patient data protection","score":0.6909999847412109},{"id":"https://openalex.org/keywords/privacy-preserving-machine-learning","display_name":"privacy-preserving machine learning","score":0.7110000252723694}],"concepts":[{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.5131999850273132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4616999924182892},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36419999599456787},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3540000021457672},{"id":"https://openalex.org/C2910417920","wikidata":"https://www.wikidata.org/wiki/Q4116434","display_name":"Patient privacy","level":3,"score":0.3294999897480011},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3287999927997589},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3075999915599823},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C24119478","wikidata":"https://www.wikidata.org/wiki/Q679871","display_name":"Systems analysis","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2581999897956848},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25780001282691956},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2572000026702881},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.2549000084400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsdfai70505.2026.11648033","doi":"https://doi.org/10.1109/iccsdfai70505.2026.11648033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsdfai70505.2026.11648033","pdf_url":null,"source":{"id":"https://openalex.org/S7407096290","display_name":"International Conference on Cybersecurity, Digital Forensics, and AI Applications (ICCSDFAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Cybersecurity, Digital Forensics, and AI Applications (ICCSDFAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2535690855","https://openalex.org/W3155100294","https://openalex.org/W3169231731","https://openalex.org/W4205672517","https://openalex.org/W4206191572","https://openalex.org/W4206575383","https://openalex.org/W4213044365","https://openalex.org/W4221148884","https://openalex.org/W4383754164","https://openalex.org/W4385412128","https://openalex.org/W4390604022","https://openalex.org/W4391347376","https://openalex.org/W4399336288","https://openalex.org/W4405701133","https://openalex.org/W4408688738","https://openalex.org/W4410189221","https://openalex.org/W7155500069","https://openalex.org/W7155547882","https://openalex.org/W7155561797","https://openalex.org/W7155566353","https://openalex.org/W7163367008","https://openalex.org/W7164188659"],"related_works":["https://openalex.org/W7151861093","https://openalex.org/W7117654533","https://openalex.org/W7169578946","https://openalex.org/W7212295743","https://openalex.org/W7151771108","https://openalex.org/W7213457437","https://openalex.org/W6941302961","https://openalex.org/W7168757993","https://openalex.org/W7078557333","https://openalex.org/W7220661589"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-18T00:00:00"}
