{"id":"https://openalex.org/W4401980117","doi":"https://doi.org/10.26599/bdma.2024.9020023","title":"Towards Privacy in Decentralized IoT: A Blockchain-Based Dual Response DP Mechanism","display_name":"Towards Privacy in Decentralized IoT: A Blockchain-Based Dual Response DP Mechanism","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4401980117","doi":"https://doi.org/10.26599/bdma.2024.9020023"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2024.9020023","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020023","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2024.9020023","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100324043","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-2079-6133"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076055067","display_name":"Pei\u2010Wei Tsai","orcid":"https://orcid.org/0000-0002-9429-8957"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pei-Wei Tsai","raw_affiliation_strings":["Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102958590","display_name":"Jiao Tian","orcid":"https://orcid.org/0000-0001-6159-4525"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Tian","raw_affiliation_strings":["School of Computer Science and Technology, Xinjiang University,Urumchi,China,830000"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xinjiang University,Urumchi,China,830000","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082530210","display_name":"Wenyu Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wenyu Zhao","raw_affiliation_strings":["Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104108943","display_name":"Xinyi Cai","orcid":"https://orcid.org/0009-0002-5951-6733"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinyi Cai","raw_affiliation_strings":["Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China,250000"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China,250000","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101808353","display_name":"Jinjun Chen","orcid":"https://orcid.org/0000-0003-1677-9525"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinjun Chen","raw_affiliation_strings":["Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology,Department of Computing Technologies,Melbourne,Australia,3122","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100324043"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":4.1302,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94672096,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":"3","first_page":"699","last_page":"717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9605000019073486,"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":0.9605000019073486,"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":0.9527999758720398,"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"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9424999952316284,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/blockchain","display_name":"Blockchain","score":0.9860268831253052},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6621868014335632},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6485926508903503},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6131331920623779},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.588333249092102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646170973777771},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4287142753601074}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9860268831253052},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6621868014335632},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6485926508903503},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6131331920623779},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.588333249092102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646170973777771},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4287142753601074},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.26599/bdma.2024.9020023","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020023","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d193eed57c614630b16569448eefa708","is_oa":true,"landing_page_url":"https://doaj.org/article/d193eed57c614630b16569448eefa708","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data Mining and Analytics, Vol 7, Iss 3, Pp 699-717 (2024)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/27183996","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Towards_Privacy_in_Decentralized_IoT_A_Blockchain-Based_Dual_Response_DP_Mechanism/27183996","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.26599/bdma.2024.9020023","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020023","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W2027595342","https://openalex.org/W2077217970","https://openalex.org/W2754529701","https://openalex.org/W2811205501","https://openalex.org/W2980494508","https://openalex.org/W3089656219","https://openalex.org/W3128171157","https://openalex.org/W3172555720","https://openalex.org/W3197968776","https://openalex.org/W3204630445","https://openalex.org/W3208670052","https://openalex.org/W3215167437","https://openalex.org/W4200629745","https://openalex.org/W4206963665","https://openalex.org/W4213002759","https://openalex.org/W4225666560","https://openalex.org/W4226101413","https://openalex.org/W4226170255","https://openalex.org/W4285208013","https://openalex.org/W4361770824","https://openalex.org/W4385218468","https://openalex.org/W4385776221","https://openalex.org/W4385834563","https://openalex.org/W4386261508"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W2799059781"],"abstract_inverted_index":{"Differential":[0],"Privacy":[1],"(DP)":[2],"stands":[3],"as":[4,181],"a":[5,42,90,111],"secure":[6],"and":[7,74,128,156,177,210],"efficient":[8,66],"mechanism":[9,116,150,198],"for":[10,208],"privacy":[11,71,119,157,166,178,209],"preservation,":[12],"offering":[13],"enhanced":[14],"data":[15,143],"utility":[16,144],"without":[17],"compromising":[18],"computational":[19],"complexity.":[20],"Its":[21],"adaptability":[22],"is":[23],"evidenced":[24],"by":[25],"its":[26,206],"integration":[27],"into":[28,96],"blockchain-based":[29,121],"Internet":[30],"of":[31,64,93,188],"Things":[32],"(IoT)":[33],"contexts,":[34],"including":[35],"smart":[36,38],"wearables,":[37],"homes,":[39],"etc.":[40],"Nevertheless,":[41],"notable":[43],"vulnerability":[44,59],"surfaces":[45],"in":[46,54,120],"decentralized":[47],"environments":[48],"where":[49],"existing":[50],"DP":[51,115],"mechanisms":[52],"falter":[53],"withstanding":[55],"collusion":[56],"attacks.":[57],"This":[58],"stems":[60],"from":[61],"the":[62,70,161,186,189,196],"absence":[63],"an":[65,133],"strategy":[67],"to":[68,88,100,117,136,140,164,184,201],"synchronize":[69,152],"budget":[72,158,179],"consumption":[73,159,180],"historical":[75,153],"query":[76,154],"information":[77,155],"among":[78],"all":[79],"network":[80,163],"participants.":[81],"Adversaries":[82],"can":[83,151,199],"exploit":[84],"this":[85,107,149],"weakness,":[86],"collaborating":[87],"inject":[89],"substantial":[91],"volume":[92],"queries":[94],"simultaneously":[95],"disparate":[97],"blockchain":[98,162,202],"nodes":[99],"extract":[101],"more":[102],"precise":[103],"results.":[104],"To":[105],"address":[106],"issue,":[108],"we":[109],"propose":[110],"novel":[112],"dual":[113],"response":[114,130,135],"preserve":[118],"IoT":[122],"scenarios.":[123],"It":[124],"encompasses":[125],"both":[126],"direct":[127],"indirect":[129],"strategies,":[131],"enabling":[132],"adaptive":[134],"external":[137],"queries,":[138],"aiming":[139],"provide":[141],"better":[142],"while":[145],"preserving":[146],"privacy.":[147],"Additionally,":[148],"within":[160],"prevent":[165],"leakage.":[167],"We":[168],"employ":[169],"Relative":[170],"Error":[171,175],"(RE),":[172],"Mean":[173],"Square":[174],"(MSE),":[176],"evaluation":[182],"metrics":[183],"measure":[185],"performance":[187],"proposed":[190,197],"mechanism.":[191],"Experimental":[192],"outcomes":[193],"substantiate":[194],"that":[195],"adapt":[200],"networks":[203],"well,":[204],"affirming":[205],"capacity":[207],"great":[211],"utility.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
