{"id":"https://openalex.org/W3101063537","doi":"https://doi.org/10.1007/978-3-030-62223-7_29","title":"An Improved Privacy-Preserving Stochastic Gradient Descent Algorithm","display_name":"An Improved Privacy-Preserving Stochastic Gradient Descent Algorithm","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3101063537","doi":"https://doi.org/10.1007/978-3-030-62223-7_29","mag":"3101063537"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-62223-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-62223-7_29","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":"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/A5014289767","display_name":"Xianfu Cheng","orcid":"https://orcid.org/0000-0003-1130-8302"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianfu Cheng","raw_affiliation_strings":["Beijing Key Laboratory of Network Technology, Beihang University, Beijing, 100191, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","Beijing Key Laboratory of Network Technology, Beihang University, Beijing, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1130-8302","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network Technology, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Key Laboratory of Network Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544304","display_name":"Yanqing Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanqing Yao","raw_affiliation_strings":["Key Laboratory of Aerospace Network Security, Ministry of Industry and Information Technology, School of Cyberspace Science and Technology, Beihang University, Beijing, 100191, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","Key Laboratory of Aerospace Network Security, Ministry of Industry and Information Technology, School of Cyberspace Science and Technology, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2111-2533","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Network Security, Ministry of Industry and Information Technology, School of Cyberspace Science and Technology, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I890469752"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Key Laboratory of Aerospace Network Security, Ministry of Industry and Information Technology, School of Cyberspace Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I890469752","https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007984042","display_name":"Ao Liu","orcid":"https://orcid.org/0000-0003-3387-4145"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Liu","raw_affiliation_strings":["Beijing Key Laboratory of Network Technology, Beihang University, Beijing, 100191, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","Beijing Key Laboratory of Network Technology, Beihang University, Beijing, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3387-4145","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network Technology, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Key Laboratory of Network Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101544304"],"corresponding_institution_ids":["https://openalex.org/I82880672","https://openalex.org/I890469752"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.275,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59755907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"354"},"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.991599977016449,"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":0.9897000193595886,"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":0.8557850122451782},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7917933464050293},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.7285283803939819},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.574234127998352},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5303186774253845},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5249167084693909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.520507276058197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5120144486427307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46339327096939087},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4523986577987671},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.417754590511322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8557850122451782},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7917933464050293},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.7285283803939819},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.574234127998352},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5303186774253845},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5249167084693909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.520507276058197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5120144486427307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46339327096939087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4523986577987671},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.417754590511322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-62223-7_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-62223-7_29","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":24,"referenced_works":["https://openalex.org/W1473189865","https://openalex.org/W1589421353","https://openalex.org/W1873763122","https://openalex.org/W1985511977","https://openalex.org/W2027595342","https://openalex.org/W2051267297","https://openalex.org/W2053637704","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2302255633","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2594311007","https://openalex.org/W2809607392","https://openalex.org/W2887654530","https://openalex.org/W2927692314","https://openalex.org/W2949667497","https://openalex.org/W2963699739","https://openalex.org/W2967985550","https://openalex.org/W3102360395","https://openalex.org/W6600339963","https://openalex.org/W6600503824","https://openalex.org/W6657138077","https://openalex.org/W6810995265"],"related_works":["https://openalex.org/W4401550921","https://openalex.org/W4361791424","https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4231621013","https://openalex.org/W4362706668","https://openalex.org/W3008318776","https://openalex.org/W2041416246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}