{"id":"https://openalex.org/W4296499651","doi":"https://doi.org/10.1007/978-3-031-16210-7_54","title":"How Differential Privacy Reinforces Privacy of Machine Learning Models?","display_name":"How Differential Privacy Reinforces Privacy of Machine Learning Models?","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296499651","doi":"https://doi.org/10.1007/978-3-031-16210-7_54"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16210-7_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16210-7_54","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5087589012","display_name":"Sana Ben Hamida","orcid":"https://orcid.org/0000-0002-8840-7379"},"institutions":[{"id":"https://openalex.org/I4210086032","display_name":"Institut Sup\u00e9rieur des \u00c9tudes Technologiques de Gafsa","ror":"https://ror.org/00cvp0686","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210086032"]},{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Sana Ben Hamida","raw_affiliation_strings":["Higher Institute of Technological Studies of Gabes, General Directorate of Technological Studies, 2098, Rades, Tunisia","Research Team on Intelligent Machines, National Engineering School of Gabes, Gabes University, 6072, Gabes, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-8840-7379","affiliations":[{"raw_affiliation_string":"Higher Institute of Technological Studies of Gabes, General Directorate of Technological Studies, 2098, Rades, Tunisia","institution_ids":["https://openalex.org/I4210086032"]},{"raw_affiliation_string":"Research Team on Intelligent Machines, National Engineering School of Gabes, Gabes University, 6072, Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046142917","display_name":"Hichem Mrabet","orcid":"https://orcid.org/0000-0003-1376-829X"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I2800887215","display_name":"Tunisia Polytechnic School","ror":"https://ror.org/00dse3307","country_code":"TN","type":"education","lineage":["https://openalex.org/I2800887215"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hichem Mrabet","raw_affiliation_strings":["ESST-HS, SERCOM-Laboratory, Tunisia Polytechnic School, Carthage University, 1054, Tunis, Tunisia"],"raw_orcid":"https://orcid.org/0000-0003-1376-829X","affiliations":[{"raw_affiliation_string":"ESST-HS, SERCOM-Laboratory, Tunisia Polytechnic School, Carthage University, 1054, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I2800887215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088318159","display_name":"Abderrazak Jemai","orcid":"https://orcid.org/0000-0003-4033-2969"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I2800887215","display_name":"Tunisia Polytechnic School","ror":"https://ror.org/00dse3307","country_code":"TN","type":"education","lineage":["https://openalex.org/I2800887215"]},{"id":"https://openalex.org/I42731748","display_name":"National Institute of Applied Science and Technology","ror":"https://ror.org/00qn2rd91","country_code":"TN","type":"facility","lineage":["https://openalex.org/I42731748"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abderrazak Jemai","raw_affiliation_strings":["INSAT, SERCOM-Laboratory, Tunisia Polytechnic School, Carthage University, 1080, Tunis, Tunisia"],"raw_orcid":"https://orcid.org/0000-0003-4033-2969","affiliations":[{"raw_affiliation_string":"INSAT, SERCOM-Laboratory, Tunisia Polytechnic School, Carthage University, 1080, Tunis, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I2800887215","https://openalex.org/I42731748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087589012"],"corresponding_institution_ids":["https://openalex.org/I4210086032","https://openalex.org/I68916915"],"apc_list":null,"apc_paid":null,"fwci":1.1809,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.811534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"661","last_page":"673"},"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":0.9955000281333923,"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":0.9934999942779541,"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/computer-science","display_name":"Computer science","score":0.7752156257629395},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7424328327178955},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.7176401615142822},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.5698904991149902},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5673046708106995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5630642771720886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5312570929527283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4494360685348511},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4219478964805603},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38603445887565613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7752156257629395},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7424328327178955},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.7176401615142822},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.5698904991149902},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5673046708106995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5630642771720886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5312570929527283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4494360685348511},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4219478964805603},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38603445887565613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16210-7_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16210-7_54","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2791319131","https://openalex.org/W2795435272","https://openalex.org/W2884943453","https://openalex.org/W2887995258","https://openalex.org/W2911978475","https://openalex.org/W2922073769","https://openalex.org/W2946363484","https://openalex.org/W2963378725","https://openalex.org/W2981338466","https://openalex.org/W2983140679","https://openalex.org/W3047064787","https://openalex.org/W3081096564","https://openalex.org/W3100213383","https://openalex.org/W3104224589","https://openalex.org/W3115042282","https://openalex.org/W3155296704","https://openalex.org/W3155551741","https://openalex.org/W3158803559","https://openalex.org/W3173524712","https://openalex.org/W3181858657","https://openalex.org/W3187979413","https://openalex.org/W4207073300","https://openalex.org/W4224145444","https://openalex.org/W4288057780"],"related_works":["https://openalex.org/W3036048022","https://openalex.org/W4309224979","https://openalex.org/W3026879719","https://openalex.org/W4315785049","https://openalex.org/W3015792155","https://openalex.org/W3118286710","https://openalex.org/W2937906318","https://openalex.org/W4225929918","https://openalex.org/W3095450733","https://openalex.org/W4401550921"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}