{"id":"https://openalex.org/W4291470767","doi":"https://doi.org/10.1007/978-3-031-14343-4_6","title":"Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with\u00a0Distributed Data","display_name":"Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with\u00a0Distributed Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4291470767","doi":"https://doi.org/10.1007/978-3-031-14343-4_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-14343-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14343-4_6","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":"book-chapter","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/A5046933902","display_name":"Mohit Kumar","orcid":"https://orcid.org/0000-0002-3355-8815"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]},{"id":"https://openalex.org/I4210157642","display_name":"Institute of Automation","ror":"https://ror.org/056qj1t15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157642","https://openalex.org/I78650965"]},{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT","DE"],"is_corresponding":true,"raw_author_name":"Mohit Kumar","raw_affiliation_strings":["Institute of Automation, Faculty of Computer Science and Electrical Engineering, University of Rostock, Rostock, Germany","Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Faculty of Computer Science and Electrical Engineering, University of Rostock, Rostock, Germany","institution_ids":["https://openalex.org/I4665924","https://openalex.org/I4210157642"]},{"raw_affiliation_string":"Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000758264","display_name":"Bernhard Moser","orcid":"https://orcid.org/0000-0001-8373-7523"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Moser","raw_affiliation_strings":["Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","Software Competence Center Hagenberg, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]},{"raw_affiliation_string":"Software Competence Center Hagenberg, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009274955","display_name":"Lukas Fischer","orcid":"https://orcid.org/0000-0001-5303-6638"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Lukas Fischer","raw_affiliation_strings":["Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","Software Competence Center Hagenberg, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]},{"raw_affiliation_string":"Software Competence Center Hagenberg, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019307753","display_name":"Bernhard Freudenthaler","orcid":"https://orcid.org/0000-0001-7535-7424"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Freudenthaler","raw_affiliation_strings":["Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria"],"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg GmbH, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046933902"],"corresponding_institution_ids":["https://openalex.org/I4210126338","https://openalex.org/I4210157642","https://openalex.org/I4665924"],"apc_list":null,"apc_paid":null,"fwci":1.0286,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78812904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"66"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9998999834060669,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9976999759674072,"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/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.9245938062667847},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8744921684265137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8194421529769897},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7574691772460938},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5999681949615479},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4696240723133087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46486812829971313},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.46335816383361816},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45098692178726196},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.44888627529144287},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3631092607975006},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30294764041900635},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2999115288257599},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13399681448936462}],"concepts":[{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.9245938062667847},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8744921684265137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8194421529769897},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7574691772460938},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5999681949615479},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4696240723133087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46486812829971313},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.46335816383361816},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45098692178726196},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.44888627529144287},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3631092607975006},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30294764041900635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2999115288257599},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13399681448936462},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-14343-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14343-4_6","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":[{"display_name":"Partnerships for the goals","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W56544557","https://openalex.org/W405661327","https://openalex.org/W913176383","https://openalex.org/W1497981337","https://openalex.org/W1557833142","https://openalex.org/W1966072539","https://openalex.org/W2031533839","https://openalex.org/W2051267297","https://openalex.org/W2054922243","https://openalex.org/W2061949491","https://openalex.org/W2077145963","https://openalex.org/W2090593019","https://openalex.org/W2129681831","https://openalex.org/W2147324825","https://openalex.org/W2152926062","https://openalex.org/W2153886246","https://openalex.org/W2156030242","https://openalex.org/W2226167778","https://openalex.org/W2248469562","https://openalex.org/W2473418344","https://openalex.org/W2520442116","https://openalex.org/W2554750353","https://openalex.org/W2578791853","https://openalex.org/W2597663268","https://openalex.org/W2765886485","https://openalex.org/W2768505000","https://openalex.org/W2963126806","https://openalex.org/W2968508074","https://openalex.org/W2987637395","https://openalex.org/W2993016614","https://openalex.org/W3042743947","https://openalex.org/W3048427923","https://openalex.org/W3084896667","https://openalex.org/W3092631250","https://openalex.org/W3099111404","https://openalex.org/W3120301114","https://openalex.org/W3199627123","https://openalex.org/W3200777504","https://openalex.org/W6600339963"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2539930818","https://openalex.org/W4390664647","https://openalex.org/W1751413323"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}