{"id":"https://openalex.org/W3206112800","doi":"https://doi.org/10.14428/esann/2021.es2021-152","title":"Privacy-Preserving Kernel Computation For Vertically Partitioned Data","display_name":"Privacy-Preserving Kernel Computation For Vertically Partitioned Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3206112800","doi":"https://doi.org/10.14428/esann/2021.es2021-152","mag":"3206112800"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2021.es2021-152","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2021.es2021-152","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-152","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.14428/esann/2021.es2021-152","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009738158","display_name":"Mirko Polato","orcid":"https://orcid.org/0000-0003-4890-5020"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirko Polato","raw_affiliation_strings":["University of Padova, Department of Mathematics, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Department of Mathematics, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064335725","display_name":"Alberto Gallinaro","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Gallinaro","raw_affiliation_strings":["University of Padova, Department of Mathematics, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Department of Mathematics, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036243123","display_name":"Fabio Aiolli","orcid":"https://orcid.org/0000-0002-5823-7540"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Aiolli","raw_affiliation_strings":["University of Padova, Department of Mathematics, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Padova, Department of Mathematics, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"11","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9990000128746033,"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":0.9984999895095825,"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":0.8517642021179199},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.722407877445221},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.684238076210022},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.6228283643722534},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.5869799852371216},{"id":"https://openalex.org/keywords/dot-product","display_name":"Dot product","score":0.5130466222763062},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.42736756801605225},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4018397927284241},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3844972252845764},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30247217416763306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2485578954219818},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07852071523666382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8517642021179199},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.722407877445221},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.684238076210022},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.6228283643722534},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.5869799852371216},{"id":"https://openalex.org/C32900221","wikidata":"https://www.wikidata.org/wiki/Q181365","display_name":"Dot product","level":2,"score":0.5130466222763062},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.42736756801605225},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4018397927284241},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3844972252845764},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30247217416763306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2485578954219818},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07852071523666382},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14428/esann/2021.es2021-152","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2021.es2021-152","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-152","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.14428/esann/2021.es2021-152","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2021.es2021-152","pdf_url":"https://doi.org/10.14428/esann/2021.es2021-152","source":{"id":"https://openalex.org/S4306509709","display_name":"ESANN 2021 proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2021 proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206112800.pdf","grobid_xml":"https://content.openalex.org/works/W3206112800.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W108320270","https://openalex.org/W1964366273","https://openalex.org/W2070539708","https://openalex.org/W2096633407","https://openalex.org/W2144902422","https://openalex.org/W2145341289","https://openalex.org/W2535838896","https://openalex.org/W2541884796","https://openalex.org/W2551469986","https://openalex.org/W2579186979","https://openalex.org/W2580483585","https://openalex.org/W2736404984","https://openalex.org/W4293363185","https://openalex.org/W4297687186","https://openalex.org/W4318619660"],"related_works":["https://openalex.org/W2069340834","https://openalex.org/W2550686250","https://openalex.org/W2083288298","https://openalex.org/W2607129240","https://openalex.org/W2159871109","https://openalex.org/W2031291857","https://openalex.org/W2949738815","https://openalex.org/W4301418837","https://openalex.org/W2594058642","https://openalex.org/W2185882746"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,38,46],"secure":[6,23],"and":[7,33],"privacy-preserving":[8],"technique":[9,50],"for":[10],"computing":[11],"dot-product":[12],"kernels":[13],"on":[14,22,30],"vertically":[15],"distributed":[16],"data.":[17],"Our":[18],"proposal":[19],"is":[20],"based":[21],"multi-party":[24],"computation":[25],"which":[26],"provides":[27],"theoretical":[28],"guarantees":[29],"both":[31],"security":[32],"privacy.":[34],"We":[35],"also":[36],"provide":[37],"practical":[39],"application":[40],"of":[41,62],"the":[42,52,60,63],"method":[43],"by":[44],"adapting":[45],"kernel-based":[47],"collaborative":[48],"filtering":[49],"to":[51],"federated":[53],"setting.":[54],"An":[55],"extensive":[56],"experimental":[57],"evaluation":[58],"shows":[59],"effectiveness":[61],"proposed":[64],"approach.":[65]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
