{"id":"https://openalex.org/W4366967156","doi":"https://doi.org/10.1109/access.2023.3269880","title":"Federated Learning Based Privacy Ensured Sensor Communication in IoT Networks: A Taxonomy, Threats and Attacks","display_name":"Federated Learning Based Privacy Ensured Sensor Communication in IoT Networks: A Taxonomy, Threats and Attacks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366967156","doi":"https://doi.org/10.1109/access.2023.3269880"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3269880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3269880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10107624.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10107624.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011731012","display_name":"Sheikh Imroza Manzoor","orcid":"https://orcid.org/0000-0003-3775-0844"},"institutions":[{"id":"https://openalex.org/I4210142231","display_name":"Central University of Jammu","ror":"https://ror.org/03nw1rg94","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210142231"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sheikh Imroza Manzoor","raw_affiliation_strings":["Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India"],"raw_orcid":"https://orcid.org/0000-0003-3775-0844","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India","institution_ids":["https://openalex.org/I4210142231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010342319","display_name":"Sanjeev Jain","orcid":"https://orcid.org/0000-0003-1574-0522"},"institutions":[{"id":"https://openalex.org/I4210142231","display_name":"Central University of Jammu","ror":"https://ror.org/03nw1rg94","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210142231"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjeev Jain","raw_affiliation_strings":["Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India","institution_ids":["https://openalex.org/I4210142231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010169828","display_name":"Yashwant Singh","orcid":"https://orcid.org/0000-0003-2833-2093"},"institutions":[{"id":"https://openalex.org/I4210142231","display_name":"Central University of Jammu","ror":"https://ror.org/03nw1rg94","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210142231"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yashwant Singh","raw_affiliation_strings":["Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India"],"raw_orcid":"https://orcid.org/0000-0003-2833-2093","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Central University of Jammu, Jammu, India","institution_ids":["https://openalex.org/I4210142231"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078049407","display_name":"Harvinder Singh","orcid":"https://orcid.org/0000-0002-1576-5546"},"institutions":[{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Harvinder Singh","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Optimisation, Torrens University, Fortitude Valley, QLD, Australia","Leaders Institute 76 Park road, Woolloongabba, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1576-5546","affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Optimisation, Torrens University, Fortitude Valley, QLD, Australia","institution_ids":["https://openalex.org/I4210142395"]},{"raw_affiliation_string":"Leaders Institute 76 Park road, Woolloongabba, QLD, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.2632,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93434419,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"42248","last_page":"42275"},"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":0.9926000237464905,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9861999750137329,"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/computer-science","display_name":"Computer science","score":0.8202452659606934},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7893551588058472},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5147647857666016},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4993476867675781},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48804154992103577},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.47997093200683594},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4131608009338379},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37015557289123535},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3369554877281189},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18527212738990784}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202452659606934},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7893551588058472},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5147647857666016},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4993476867675781},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48804154992103577},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.47997093200683594},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4131608009338379},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37015557289123535},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3369554877281189},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18527212738990784},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3269880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3269880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10107624.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7c89ad8462c44367b7a3ff29a94cedb9","is_oa":true,"landing_page_url":"https://doaj.org/article/7c89ad8462c44367b7a3ff29a94cedb9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 42248-42275 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3269880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3269880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10107624.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366967156.pdf","grobid_xml":"https://content.openalex.org/works/W4366967156.grobid-xml"},"referenced_works_count":130,"referenced_works":["https://openalex.org/W2009332171","https://openalex.org/W2058401212","https://openalex.org/W2473418344","https://openalex.org/W2529556398","https://openalex.org/W2549748742","https://openalex.org/W2591882872","https://openalex.org/W2745028440","https://openalex.org/W2770987547","https://openalex.org/W2781091734","https://openalex.org/W2798720628","https://openalex.org/W2811266402","https://openalex.org/W2896422817","https://openalex.org/W2912213068","https://openalex.org/W2945730492","https://openalex.org/W2955551212","https://openalex.org/W2963540401","https://openalex.org/W2965721472","https://openalex.org/W2972023276","https://openalex.org/W2974429275","https://openalex.org/W2977797911","https://openalex.org/W2980216952","https://openalex.org/W2981337066","https://openalex.org/W2982426954","https://openalex.org/W2994688391","https://openalex.org/W2995022099","https://openalex.org/W2996845627","https://openalex.org/W2998368790","https://openalex.org/W3006017224","https://openalex.org/W3007720613","https://openalex.org/W3010012151","https://openalex.org/W3012501605","https://openalex.org/W3015636663","https://openalex.org/W3022195403","https://openalex.org/W3026202797","https://openalex.org/W3028065838","https://openalex.org/W3036078548","https://openalex.org/W3037405620","https://openalex.org/W3038022836","https://openalex.org/W3038932755","https://openalex.org/W3044211235","https://openalex.org/W3045736930","https://openalex.org/W3048295601","https://openalex.org/W3051272477","https://openalex.org/W3058760796","https://openalex.org/W3084128899","https://openalex.org/W3085019966","https://openalex.org/W3085712007","https://openalex.org/W3086590218","https://openalex.org/W3086895959","https://openalex.org/W3088898206","https://openalex.org/W3092144916","https://openalex.org/W3095593352","https://openalex.org/W3096572172","https://openalex.org/W3103323991","https://openalex.org/W3105122387","https://openalex.org/W3106356772","https://openalex.org/W3106378891","https://openalex.org/W3109504587","https://openalex.org/W3109695251","https://openalex.org/W3114953370","https://openalex.org/W3116546042","https://openalex.org/W3120121071","https://openalex.org/W3123459983","https://openalex.org/W3125786278","https://openalex.org/W3128434951","https://openalex.org/W3134260321","https://openalex.org/W3135231128","https://openalex.org/W3137762252","https://openalex.org/W3140753276","https://openalex.org/W3154553160","https://openalex.org/W3155912831","https://openalex.org/W3156310591","https://openalex.org/W3157850870","https://openalex.org/W3159080474","https://openalex.org/W3163157233","https://openalex.org/W3163893137","https://openalex.org/W3165938138","https://openalex.org/W3168651634","https://openalex.org/W3177095755","https://openalex.org/W3180608480","https://openalex.org/W3186410724","https://openalex.org/W3192298118","https://openalex.org/W3192953632","https://openalex.org/W4206055738","https://openalex.org/W4206573848","https://openalex.org/W4206724648","https://openalex.org/W4210629969","https://openalex.org/W4210630464","https://openalex.org/W4213446860","https://openalex.org/W4220738117","https://openalex.org/W4220886040","https://openalex.org/W4220997786","https://openalex.org/W4221100464","https://openalex.org/W4224861249","https://openalex.org/W4226129056","https://openalex.org/W4283209462","https://openalex.org/W4285722492","https://openalex.org/W4287647398","https://openalex.org/W4289147229","https://openalex.org/W4293155325","https://openalex.org/W4293329433","https://openalex.org/W4294106961","https://openalex.org/W4295548135","https://openalex.org/W4295806247","https://openalex.org/W4297521542","https://openalex.org/W4298342756","https://openalex.org/W4300933745","https://openalex.org/W4303980550","https://openalex.org/W4318619660","https://openalex.org/W4321501359","https://openalex.org/W4385573125","https://openalex.org/W6728757088","https://openalex.org/W6756756286","https://openalex.org/W6759238902","https://openalex.org/W6768632158","https://openalex.org/W6769363519","https://openalex.org/W6772307254","https://openalex.org/W6772898547","https://openalex.org/W6777181444","https://openalex.org/W6781232731","https://openalex.org/W6783852812","https://openalex.org/W6784048413","https://openalex.org/W6785091534","https://openalex.org/W6788246492","https://openalex.org/W6795568927","https://openalex.org/W6800132622","https://openalex.org/W6810629428","https://openalex.org/W6810674902","https://openalex.org/W6842597608","https://openalex.org/W6849725571"],"related_works":["https://openalex.org/W2751166006","https://openalex.org/W4212905435","https://openalex.org/W2807530277","https://openalex.org/W2971936979","https://openalex.org/W2067216284","https://openalex.org/W3196099385","https://openalex.org/W4324268361","https://openalex.org/W4386600554","https://openalex.org/W3012220094","https://openalex.org/W2016780448"],"abstract_inverted_index":{"Our":[0],"daily":[1],"lives":[2],"are":[3],"significantly":[4],"impacted":[5],"by":[6,160],"intelligent":[7,18],"Internet":[8],"of":[9,65,107,116,129,132],"Things":[10],"(IoT)":[11],"application,":[12],"services,":[13],"IoT":[14,36,72,87,109,121,150,169],"gadgets,":[15],"and":[16,100,113,135],"more":[17],"industries.":[19],"Artificial":[20],"Intelligence":[21],"(AI)":[22],"is":[23,81,91,111,123,137,152,158],"anticipated":[24],"to":[25,76,141],"have":[26],"a":[27,46,56,105,126,143],"substantial":[28],"impact":[29],"on":[30,35,119,145],"training":[31,64],"machine":[32,66],"learning":[33,67],"algorithms":[34],"devices":[37,73],"without":[38],"sharing":[39],"data.":[40],"As":[41],"data":[42],"privacy":[43,77,85],"has":[44,53],"become":[45],"serious":[47],"societal":[48],"concern,":[49],"Federated":[50],"Learning":[51],"(FL)":[52],"emerged":[54],"as":[55,97],"hot":[57],"research":[58,165],"area":[59],"for":[60,83,149],"enabling":[61],"the":[62,156,162],"collaborative":[63],"models":[68],"across":[69],"many":[70],"smart":[71],"while":[74],"adhering":[75],"constraints.":[78],"Although,":[79],"FL":[80,147],"utilized":[82],"preserving":[84],"in":[86,167],"networks,":[88],"but":[89],"it":[90],"also":[92,153],"facing":[93],"some":[94],"challenges":[95,166],"such":[96],"privacy,":[98],"effectiveness,":[99],"efficiency.":[101],"In":[102,139],"this":[103],"article,":[104],"taxonomy":[106,144],"FL-based":[108,120,168],"systems":[110,122],"proposed":[112],"an":[114],"analysis":[115],"related":[117],"works":[118],"presented.":[124],"Further,":[125],"comprehensive":[127],"study":[128,157],"various":[130,163],"types":[131],"threats,":[133],"attacks,":[134],"frameworks":[136],"done.":[138],"addition":[140],"this,":[142],"privacy-preserving":[146],"techniques":[148],"networks":[151],"devised.":[154],"Finally,":[155],"concluded":[159],"highlighting":[161],"open":[164],"networks.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
