{"id":"https://openalex.org/W4408896452","doi":"https://doi.org/10.1007/s42979-025-03845-1","title":"Enhancing Deep Learning Model Privacy Against Membership Inference Attacks Using Privacy-Preserving Oversampling","display_name":"Enhancing Deep Learning Model Privacy Against Membership Inference Attacks Using Privacy-Preserving Oversampling","publication_year":2025,"publication_date":"2025-03-25","ids":{"openalex":"https://openalex.org/W4408896452","doi":"https://doi.org/10.1007/s42979-025-03845-1"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-03845-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03845-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5043208102","display_name":"Subhasish Ghosh","orcid":"https://orcid.org/0000-0002-9699-5684"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhasish Ghosh","raw_affiliation_strings":["Department of Computer Science and Engineering, SRM University AP, Amaravati, Andhra Pradesh, 522240, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, SRM University AP, Amaravati, Andhra Pradesh, 522240, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074742889","display_name":"Amit Kr Mandal","orcid":"https://orcid.org/0000-0001-6579-118X"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Amit Kr Mandal","raw_affiliation_strings":["Department of Computer Science and Engineering, SRM University AP, Amaravati, Andhra Pradesh, 522240, India"],"raw_orcid":"https://orcid.org/0000-0001-6579-118X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, SRM University AP, Amaravati, Andhra Pradesh, 522240, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015116587","display_name":"Agostino Cortesi","orcid":"https://orcid.org/0000-0002-0946-5440"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Agostino Cortesi","raw_affiliation_strings":["Department of Computer Science, Ca\u2019 Foscari University, Via Turino 155, Venice, 30170, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ca\u2019 Foscari University, Via Turino 155, Venice, 30170, Italy","institution_ids":["https://openalex.org/I149461666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074742889"],"corresponding_institution_ids":["https://openalex.org/I4210131147"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":2.249,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88607832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"6","issue":"4","first_page":null,"last_page":null},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9835000038146973,"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":0.9807999730110168,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.8554120063781738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6317214369773865},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6243594884872437},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.47135061025619507},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.46524059772491455},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40322649478912354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37383854389190674},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0958881676197052}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.8554120063781738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6317214369773865},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6243594884872437},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.47135061025619507},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.46524059772491455},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40322649478912354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37383854389190674},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0958881676197052},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42979-025-03845-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03845-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:iris.unive.it:10278/5091687","is_oa":false,"landing_page_url":"https://link.springer.com/article/10.1007/s42979-025-03845-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5677004001","display_name":null,"funder_award_id":"TAR/2023/000443","funder_id":"https://openalex.org/F4320334771","funder_display_name":"Science and Engineering Research Board"}],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2053637704","https://openalex.org/W2217007515","https://openalex.org/W2296509296","https://openalex.org/W2473418344","https://openalex.org/W2512345558","https://openalex.org/W2535690855","https://openalex.org/W2594311007","https://openalex.org/W2775133720","https://openalex.org/W2795435272","https://openalex.org/W2911978475","https://openalex.org/W2969674096","https://openalex.org/W3011159643","https://openalex.org/W3046296398","https://openalex.org/W3096831136","https://openalex.org/W3096959809","https://openalex.org/W3106051020","https://openalex.org/W3106284904","https://openalex.org/W4200366874","https://openalex.org/W4206485896","https://openalex.org/W4213044365","https://openalex.org/W4224211496","https://openalex.org/W4306317490","https://openalex.org/W4306663569","https://openalex.org/W4308410483","https://openalex.org/W4316469706","https://openalex.org/W4321321579","https://openalex.org/W4360994195","https://openalex.org/W4361852565","https://openalex.org/W4367663395","https://openalex.org/W4385187172","https://openalex.org/W4385789921","https://openalex.org/W4387011243","https://openalex.org/W4387623800","https://openalex.org/W4387741967","https://openalex.org/W4388240320","https://openalex.org/W4389666596","https://openalex.org/W4391070191","https://openalex.org/W4391529419","https://openalex.org/W4393098778","https://openalex.org/W4393146592","https://openalex.org/W4393305526","https://openalex.org/W4393442760","https://openalex.org/W4394004550","https://openalex.org/W4395052254","https://openalex.org/W4402264327","https://openalex.org/W6602127427","https://openalex.org/W6926426827"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832","https://openalex.org/W2240244939"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}