{"id":"https://openalex.org/W4402278603","doi":"https://doi.org/10.1007/978-3-031-70890-9_20","title":"Exploiting Internal Randomness for\u00a0Privacy in\u00a0Vertical Federated Learning","display_name":"Exploiting Internal Randomness for\u00a0Privacy in\u00a0Vertical Federated Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402278603","doi":"https://doi.org/10.1007/978-3-031-70890-9_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70890-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70890-9_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5101728596","display_name":"Yulian Sun","orcid":"https://orcid.org/0009-0007-0088-0385"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yulian Sun","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0009-0007-0088-0385","affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]},{"raw_affiliation_string":"Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101534122","display_name":"Li Duan","orcid":"https://orcid.org/0009-0001-1663-2622"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]},{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Li Duan","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","Paderborn University, Paderborn, Germany"],"raw_orcid":"https://orcid.org/0009-0001-1663-2622","affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]},{"raw_affiliation_string":"Paderborn University, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072828735","display_name":"Ricardo Mendes","orcid":"https://orcid.org/0000-0003-2077-7223"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ricardo Mendes","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2077-7223","affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103227499","display_name":"Derui Zhu","orcid":"https://orcid.org/0000-0002-9552-0097"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Derui Zhu","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","Technical University Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9552-0097","affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]},{"raw_affiliation_string":"Technical University Munich, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046593760","display_name":"Yue Xia","orcid":"https://orcid.org/0009-0002-0896-9521"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yue Xia","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","Technical University Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0002-0896-9521","affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]},{"raw_affiliation_string":"Technical University Munich, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091948967","display_name":"Yong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yong Li","raw_affiliation_strings":["Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies D\u00fcsseldorf, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026151059","display_name":"Asja Fischer","orcid":"https://orcid.org/0000-0002-1916-7033"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Asja Fischer","raw_affiliation_strings":["Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1916-7033","affiliations":[{"raw_affiliation_string":"Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091948967"],"corresponding_institution_ids":["https://openalex.org/I4210129353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"409"},"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":0.9965999722480774,"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":0.9919000267982483,"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":0.8590539693832397},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.7940105199813843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34942543506622314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8590539693832397},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.7940105199813843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34942543506622314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-70890-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70890-9_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2025356718","https://openalex.org/W2473418344","https://openalex.org/W2550923470","https://openalex.org/W2734358244","https://openalex.org/W2767079719","https://openalex.org/W2912213068","https://openalex.org/W2917618877","https://openalex.org/W2950321888","https://openalex.org/W2963303354","https://openalex.org/W2995022099","https://openalex.org/W3027749727","https://openalex.org/W3081130510","https://openalex.org/W3088309363","https://openalex.org/W3094542121","https://openalex.org/W3095948197","https://openalex.org/W3130406858","https://openalex.org/W3164330620","https://openalex.org/W3189913556","https://openalex.org/W3194215809","https://openalex.org/W3208370335","https://openalex.org/W4205228770","https://openalex.org/W4220928404","https://openalex.org/W4312646383","https://openalex.org/W4383741383","https://openalex.org/W4389844081","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W1488708774","https://openalex.org/W1982811510","https://openalex.org/W4391100477","https://openalex.org/W2402189625","https://openalex.org/W4327779705","https://openalex.org/W4310560702"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
