{"id":"https://openalex.org/W4391251737","doi":"https://doi.org/10.3233/idt-230104","title":"Privacy preservation using optimized Federated Learning: A critical survey","display_name":"Privacy preservation using optimized Federated Learning: A critical survey","publication_year":2024,"publication_date":"2024-01-26","ids":{"openalex":"https://openalex.org/W4391251737","doi":"https://doi.org/10.3233/idt-230104"},"language":"en","primary_location":{"id":"doi:10.3233/idt-230104","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-230104","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-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/A5067278609","display_name":"Yogita Sachin Narule","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yogita Sachin Narule","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5083428609","display_name":"Kalpana Sunil Thakre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kalpana Sunil Thakre","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067278609"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1002,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79263361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"135","last_page":"149"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9787999987602234,"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":0.7971273064613342},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6481812596321106},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.623603880405426},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48142191767692566},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"Privacy by Design","score":0.4316248893737793},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.4114346206188202},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3441952168941498},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.26915958523750305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1962067186832428},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06296643614768982}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971273064613342},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6481812596321106},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.623603880405426},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48142191767692566},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.4316248893737793},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.4114346206188202},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3441952168941498},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.26915958523750305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1962067186832428},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06296643614768982},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/idt-230104","is_oa":false,"landing_page_url":"https://doi.org/10.3233/idt-230104","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W2053637704","https://openalex.org/W2473418344","https://openalex.org/W2752689052","https://openalex.org/W2903356604","https://openalex.org/W2912213068","https://openalex.org/W2972882814","https://openalex.org/W2977797911","https://openalex.org/W2981828859","https://openalex.org/W2983640973","https://openalex.org/W2995022099","https://openalex.org/W3006403184","https://openalex.org/W3006403513","https://openalex.org/W3010852232","https://openalex.org/W3014517104","https://openalex.org/W3016560828","https://openalex.org/W3016632787","https://openalex.org/W3017949972","https://openalex.org/W3020949888","https://openalex.org/W3021654819","https://openalex.org/W3028719682","https://openalex.org/W3033988836","https://openalex.org/W3041260798","https://openalex.org/W3045566687","https://openalex.org/W3046653923","https://openalex.org/W3048634206","https://openalex.org/W3051272477","https://openalex.org/W3084128899","https://openalex.org/W3084130864","https://openalex.org/W3088646623","https://openalex.org/W3095859802","https://openalex.org/W3096718731","https://openalex.org/W3097745543","https://openalex.org/W3101220048","https://openalex.org/W3106378891","https://openalex.org/W3111353949","https://openalex.org/W3119766471","https://openalex.org/W3121442875","https://openalex.org/W3123459983","https://openalex.org/W3125786278","https://openalex.org/W3126441351","https://openalex.org/W3134070916","https://openalex.org/W3139227553","https://openalex.org/W3155045906","https://openalex.org/W3158003593","https://openalex.org/W3160855399","https://openalex.org/W3167578067","https://openalex.org/W3167626677","https://openalex.org/W3167700846","https://openalex.org/W3168651634","https://openalex.org/W3172555720","https://openalex.org/W3173298348","https://openalex.org/W3174440551","https://openalex.org/W3176937389","https://openalex.org/W3180608480","https://openalex.org/W3194392063","https://openalex.org/W3200969281","https://openalex.org/W3209598599","https://openalex.org/W4200419653","https://openalex.org/W4205423013","https://openalex.org/W4205708288","https://openalex.org/W4220939518","https://openalex.org/W4220992641","https://openalex.org/W4223622367","https://openalex.org/W4226149995","https://openalex.org/W4281389667","https://openalex.org/W4291110063","https://openalex.org/W4318619660","https://openalex.org/W6600424091","https://openalex.org/W6607415324","https://openalex.org/W6728757088","https://openalex.org/W6743821447","https://openalex.org/W6743830551","https://openalex.org/W6756840679","https://openalex.org/W6798080597"],"related_works":["https://openalex.org/W2538581760","https://openalex.org/W2584827882","https://openalex.org/W3038106605","https://openalex.org/W4225340788","https://openalex.org/W3024522029","https://openalex.org/W2940702331","https://openalex.org/W2528109871","https://openalex.org/W3195097297","https://openalex.org/W301590038","https://openalex.org/W2182490965"],"abstract_inverted_index":{"FL":[0,28,51,114],"is":[1,44,169],"a":[2,69,95],"futuristic":[3],"research":[4],"topic":[5],"that":[6,124],"enables":[7],"cross-sectoral":[8],"training":[9],"in":[10,13,37,64,80,104,113,134,152,162,181],"ML":[11],"systems":[12],"various":[14],"organizations":[15],"with":[16,29,156],"some":[17],"privacy":[18,101,110,131],"restrictions.":[19],"This":[20,42],"review":[21,26,43,71,92,139],"article":[22,93],"establishes":[23],"the":[24,34,38,48,57,61,73,81,86,99,109,116,119,122,126,129,142,145,166],"extensive":[25],"of":[27,50,56,60,72,98,108,118,128,147,165],"different":[30,100,153],"privacy-preserving":[31,40,79,167,179],"techniques":[32],"and":[33,52,121],"obstacles":[35,123],"involved":[36,63],"existing":[39],"model.":[41],"initiated":[45],"by":[46],"providing":[47],"background":[49],"provides":[53,68,94],"an":[54],"overview":[55],"technical":[58],"details":[59,143],"component":[62],"FL.":[65,105,182],"Then":[66],"it":[67],"brief":[70,96],"around":[74],"75":[75],"articles":[76,89,140,154],"related":[77],"to":[78,85,176],"FL-enabled":[82],"techniques.":[83],"Compared":[84],"other":[87],"survey":[88],"this":[90,138],"presented":[91],"analysis":[97],"terms":[102],"utilized":[103],"The":[106,159],"categorization":[107],"preservation":[111,132],"models":[112,180],"highlights":[115],"significance":[117],"model":[120,133],"limit":[125],"application":[127],"particular":[130],"real-time":[135],"application.":[136],"Further,":[137],"ensure":[141],"about":[144],"year":[146],"publishing,":[148],"performance":[149],"metrics":[150],"analyzed":[151],"along":[155],"their":[157],"achievements.":[158],"limitation":[160],"experienced":[161],"each":[163],"category":[164],"technique":[168],"elaborated":[170],"briefly,":[171],"which":[172],"assists":[173],"future":[174],"researchers":[175],"explore":[177],"more":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}
