{"id":"https://openalex.org/W4396214966","doi":"https://doi.org/10.1109/tbdata.2024.3394700","title":"Blockchain-Enabled Secure Collaborative Model Learning Using Differential Privacy for IoT-Based Big Data Analytics","display_name":"Blockchain-Enabled Secure Collaborative Model Learning Using Differential Privacy for IoT-Based Big Data Analytics","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396214966","doi":"https://doi.org/10.1109/tbdata.2024.3394700"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2024.3394700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3394700","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","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/A5076930813","display_name":"Prakash Tekchandani","orcid":null},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prakash Tekchandani","raw_affiliation_strings":["Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106731143","display_name":"Abhishek Bisht","orcid":"https://orcid.org/0000-0002-9953-7531"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Bisht","raw_affiliation_strings":["Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011213078","display_name":"Ashok Kumar Das","orcid":"https://orcid.org/0000-0002-5196-9589"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashok Kumar Das","raw_affiliation_strings":["Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Center for Security, Theory and Algorithmic Research, International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409306","display_name":"Neeraj Kumar","orcid":"https://orcid.org/0000-0002-3020-3947"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neeraj Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar University, Patiala, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar University, Patiala, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089838423","display_name":"Marimuthu Karuppiah","orcid":"https://orcid.org/0000-0001-7379-2641"},"institutions":[{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Marimuthu Karuppiah","raw_affiliation_strings":["School of Computer Science and Engineering & Information Science, Presidency University, Bengaluru, India","School of Computer Science and Engineering & Information Science, Presidency University, Bengaluru, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering & Information Science, Presidency University, Bengaluru, India","institution_ids":["https://openalex.org/I157674215"]},{"raw_affiliation_string":"School of Computer Science and Engineering & Information Science, Presidency University, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I157674215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028044712","display_name":"Pandi Vijayakumar","orcid":"https://orcid.org/0000-0001-5451-8946"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pandi Vijayakumar","raw_affiliation_strings":["Department of Computer Science and Engineering, University College of Engineering Tindivanam, Villupuram, Tamil Nadu, India","Department of Computer Science and Engineering, University College of Engineering Tindivanam, Villupuram, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University College of Engineering Tindivanam, Villupuram, Tamil Nadu, India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University College of Engineering Tindivanam, Villupuram, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100650746","display_name":"Youngho Park","orcid":"https://orcid.org/0000-0002-0406-6547"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngho Park","raw_affiliation_strings":["School of Electronics Engineering, Kyungpook National University, Daegu, South Korea","School of Electronics Engineering, Kyungpook National University, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronics Engineering, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]},{"raw_affiliation_string":"School of Electronics Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5076930813"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":5.3159,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.9602481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"1","first_page":"141","last_page":"156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9661999940872192,"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":0.9661999940872192,"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":0.8281927108764648},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8132259249687195},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.7178698778152466},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6746243238449097},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6085922122001648},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5404378771781921},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.48705461621284485},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39191901683807373},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3916501998901367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1957569420337677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8281927108764648},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8132259249687195},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.7178698778152466},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6746243238449097},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6085922122001648},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5404378771781921},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.48705461621284485},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39191901683807373},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3916501998901367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1957569420337677}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2024.3394700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3394700","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1487097365","https://openalex.org/W1561441787","https://openalex.org/W1988115241","https://openalex.org/W2001336960","https://openalex.org/W2013613544","https://openalex.org/W2029693536","https://openalex.org/W2086576140","https://openalex.org/W2087837462","https://openalex.org/W2105114022","https://openalex.org/W2114579022","https://openalex.org/W2179898067","https://openalex.org/W2316670826","https://openalex.org/W2416799949","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2536325433","https://openalex.org/W2592314679","https://openalex.org/W2754529701","https://openalex.org/W2765736567","https://openalex.org/W2768475350","https://openalex.org/W2773929027","https://openalex.org/W2783298166","https://openalex.org/W2787894218","https://openalex.org/W2790400697","https://openalex.org/W2806031607","https://openalex.org/W2911978475","https://openalex.org/W2918925950","https://openalex.org/W2939119543","https://openalex.org/W2980494508","https://openalex.org/W3007011416","https://openalex.org/W3020268494","https://openalex.org/W4211068006","https://openalex.org/W4287887716","https://openalex.org/W4400762160","https://openalex.org/W4403908451","https://openalex.org/W6728897251","https://openalex.org/W6745553878","https://openalex.org/W6787854139"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W4384387958","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413"],"abstract_inverted_index":{"With":[0],"the":[1,48,133,150,163,172],"rise":[2],"of":[3,9,125,149],"Big":[4],"data":[5,34,38,55,102,134],"generated":[6,88],"by":[7,89],"Internet":[8],"Things":[10],"(IoT)":[11],"smart":[12],"devices,":[13],"there":[14],"is":[15,93,138],"an":[16,114],"increasing":[17],"need":[18],"to":[19,36,69,98,106,117],"leverage":[20],"its":[21],"potential":[22],"while":[23,144],"protecting":[24],"privacy":[25,61,81,130,146,173],"and":[26,30,40,82,100,109,128,147,158,168,174],"maintaining":[27,145],"confidentiality.":[28,63],"Privacy":[29],"confidentiality":[31,148],"in":[32,131,140],"big":[33,54],"aims":[35],"enable":[37],"analysis":[39,160],"machine":[41,76,120],"learning":[42,77,121],"on":[43,84],"large-scale":[44],"datasets":[45,87],"without":[46,170],"compromising":[47,171],"dataset":[49],"sensitive":[50],"information.":[51],"Usually":[52],"current":[53],"analytics":[56],"models":[57],"either":[58],"efficiently":[59],"achieves":[60],"or":[62],"In":[64],"this":[65],"article,":[66],"we":[67],"aim":[68],"design":[70],"a":[71,141],"novel":[72],"blockchain-enabled":[73],"secured":[74,96,142],"collaborative":[75],"approach":[78,116,165],"that":[79,162],"provides":[80,166],"confidentially":[83],"large":[85],"scale":[86],"IoT":[90],"devices.":[91],"Blockchain":[92],"used":[94],"as":[95,103,105],"platform":[97],"store":[99],"access":[101],"well":[104],"provide":[107],"immutability":[108],"traceability.":[110],"We":[111],"also":[112],"propose":[113],"efficient":[115],"obtain":[118],"robust":[119],"model":[122],"through":[123],"use":[124],"cryptographic":[126],"techniques":[127],"differential":[129],"which":[132],"among":[135],"involved":[136],"parties":[137],"shared":[139],"way":[143],"data.":[151],"The":[152],"experimental":[153],"evaluation":[154],"along":[155],"with":[156],"security":[157],"performance":[159],"show":[161],"proposed":[164],"accuracy":[167],"scalability":[169],"security.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}