{"id":"https://openalex.org/W2938850471","doi":"https://doi.org/10.1109/ccis.2018.8691193","title":"Differential Private Multiple Classification Algorithm for SVM","display_name":"Differential Private Multiple Classification Algorithm for SVM","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2938850471","doi":"https://doi.org/10.1109/ccis.2018.8691193","mag":"2938850471"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"},"type":"article","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/A5031866526","display_name":"Han Wang","orcid":"https://orcid.org/0000-0002-2483-9244"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Wang","raw_affiliation_strings":["School of Computer Science Shaanxi Normal University, Xi’an 710119, China","School of Computer Science Shaanxi Normal University, Xi'an 710119, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science Shaanxi Normal University, Xi’an 710119, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Computer Science Shaanxi Normal University, Xi'an 710119, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733000","display_name":"Shuyu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Li","raw_affiliation_strings":["School of Computer Science Shaanxi Normal University, Xi’an 710119, China","School of Computer Science Shaanxi Normal University, Xi'an 710119, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science Shaanxi Normal University, Xi’an 710119, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Computer Science Shaanxi Normal University, Xi'an 710119, China","institution_ids":["https://openalex.org/I88830068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031866526"],"corresponding_institution_ids":["https://openalex.org/I88830068"],"apc_list":null,"apc_paid":null,"fwci":0.1629,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62430175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"604","last_page":"609"},"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":0.9968000054359436,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7760087251663208},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7236073017120361},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6213138699531555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6142351627349854},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5046967267990112},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.47424501180648804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4127550721168518},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34658750891685486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3333593010902405},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3207066059112549},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3054933547973633}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7760087251663208},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7236073017120361},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6213138699531555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6142351627349854},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5046967267990112},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.47424501180648804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4127550721168518},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34658750891685486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3333593010902405},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3207066059112549},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3054933547973633},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2018.8691193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1548444773","https://openalex.org/W1873763122","https://openalex.org/W1964366273","https://openalex.org/W2047370889","https://openalex.org/W2070539708","https://openalex.org/W2089563826","https://openalex.org/W2112340198","https://openalex.org/W2137733632","https://openalex.org/W2140190241","https://openalex.org/W2164641162","https://openalex.org/W2172000360","https://openalex.org/W2564887791","https://openalex.org/W2911978475"],"related_works":["https://openalex.org/W2900759811","https://openalex.org/W4220715471","https://openalex.org/W4295035285","https://openalex.org/W2019890371","https://openalex.org/W4200022986","https://openalex.org/W2963637926","https://openalex.org/W3130734945","https://openalex.org/W2048140462","https://openalex.org/W2380827615","https://openalex.org/W2122582912"],"abstract_inverted_index":{"Data":[0],"mining":[1],"algorithm":[2,18,31,100,117],"has":[3],"privacy":[4,12,21,127],"leakage":[5],"problem.":[6],"To":[7],"solve":[8],"this":[9],"problem,":[10],"a":[11],"preserving":[13],"support":[14],"vector":[15,67],"machine":[16],"(SVM)":[17],"under":[19],"differential":[20],"for":[22],"multiple":[23],"classification":[24,56,86,123],"is":[25,58,72,101],"proposed":[26],"in":[27],"the":[28,33,62,65,76,85,89,92,99,116],"paper.":[29],"The":[30,54,111],"disturbs":[32],"kernel":[34,107],"function":[35],"by":[36,61,103],"three":[37],"different":[38],"ways":[39],"including":[40],"direct":[41],"Laplace":[42],"noise":[43],"injection,":[44],"Taylor":[45],"formula":[46],"replacement,":[47],"and":[48,80,108],"combination":[49],"of":[50,64,88,122],"previous":[51],"two":[52],"methods.":[53],"whole":[55,93],"model":[57,90],"disturbed":[59],"indirectly":[60],"value":[63],"normal":[66],"obtained":[68],"from":[69],"disturbance.":[70],"It":[71],"expected":[73],"to":[74,82,91],"protect":[75],"small":[77],"sample":[78],"data":[79,94,120],"not":[81],"interfere":[83],"with":[84],"effect":[87],"set.":[95],"During":[96],"experiment":[97],"phase,":[98],"verified":[102],"linear":[104],"kernel,":[105],"polynomial":[106],"Gaussian":[109],"kernel.":[110],"experimental":[112],"results":[113],"show":[114],"that":[115],"can":[118],"achieve":[119],"utility":[121],"result":[124],"while":[125],"satisfying":[126],"protection":[128],"requirements.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}