{"id":"https://openalex.org/W4390887451","doi":"https://doi.org/10.1109/jiot.2024.3353727","title":"Privacy-Preserving and Secure Industrial Big Data Analytics: A Survey and the Research Framework","display_name":"Privacy-Preserving and Secure Industrial Big Data Analytics: A Survey and the Research Framework","publication_year":2024,"publication_date":"2024-01-15","ids":{"openalex":"https://openalex.org/W4390887451","doi":"https://doi.org/10.1109/jiot.2024.3353727"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3353727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3353727","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","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/A5036274393","display_name":"Linbin Liu","orcid":"https://orcid.org/0009-0001-2136-7245"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linbin Liu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0001-2136-7245","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001292694","display_name":"June Li","orcid":"https://orcid.org/0000-0003-1967-7743"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"June Li","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1967-7743","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083333420","display_name":"Jianming Lv","orcid":"https://orcid.org/0000-0003-3691-4755"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Lv","raw_affiliation_strings":["Institute of Computing Technology Chinese Academy of Sciences, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3691-4755","affiliations":[{"raw_affiliation_string":"Institute of Computing Technology Chinese Academy of Sciences, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176","https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347410","display_name":"Juan Wang","orcid":"https://orcid.org/0000-0001-8813-7842"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Wang","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8813-7842","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079135431","display_name":"Siyu Zhao","orcid":"https://orcid.org/0000-0003-2420-8554"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Zhao","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2420-8554","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112908935","display_name":"Qiuyu Lu","orcid":"https://orcid.org/0000-0001-7706-6137"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyu Lu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0596,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9734519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"11","issue":"11","first_page":"18976","last_page":"18999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9977999925613403,"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":0.9977999925613403,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9926000237464905,"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"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9629999995231628,"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/computer-science","display_name":"Computer science","score":0.7647264003753662},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7219553589820862},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5830317735671997},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5331762433052063},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44186633825302124},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.43398547172546387},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4108677804470062},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15580758452415466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7647264003753662},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7219553589820862},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5830317735671997},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5331762433052063},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44186633825302124},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.43398547172546387},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4108677804470062},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15580758452415466},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3353727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3353727","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5795144659","display_name":null,"funder_award_id":"51977155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":118,"referenced_works":["https://openalex.org/W264904740","https://openalex.org/W1969009977","https://openalex.org/W2119391823","https://openalex.org/W2173213060","https://openalex.org/W2191365824","https://openalex.org/W2253654881","https://openalex.org/W2265166184","https://openalex.org/W2343446723","https://openalex.org/W2490033382","https://openalex.org/W2510373603","https://openalex.org/W2580937131","https://openalex.org/W2591110703","https://openalex.org/W2592230399","https://openalex.org/W2601302400","https://openalex.org/W2605181596","https://openalex.org/W2611819392","https://openalex.org/W2613322955","https://openalex.org/W2616312054","https://openalex.org/W2620931432","https://openalex.org/W2736216772","https://openalex.org/W2740304507","https://openalex.org/W2766072226","https://openalex.org/W2767079719","https://openalex.org/W2769870393","https://openalex.org/W2782959932","https://openalex.org/W2787581402","https://openalex.org/W2794685135","https://openalex.org/W2797475117","https://openalex.org/W2800696118","https://openalex.org/W2801452508","https://openalex.org/W2805074088","https://openalex.org/W2890717664","https://openalex.org/W2898082692","https://openalex.org/W2900773116","https://openalex.org/W2900957219","https://openalex.org/W2901245527","https://openalex.org/W2903777941","https://openalex.org/W2905372652","https://openalex.org/W2914057541","https://openalex.org/W2915235566","https://openalex.org/W2927692314","https://openalex.org/W2929650703","https://openalex.org/W2929826675","https://openalex.org/W2945987769","https://openalex.org/W2948556231","https://openalex.org/W2951832089","https://openalex.org/W2954006253","https://openalex.org/W2957347123","https://openalex.org/W2961624156","https://openalex.org/W2962275530","https://openalex.org/W2964010806","https://openalex.org/W2964346351","https://openalex.org/W2965203846","https://openalex.org/W2974429275","https://openalex.org/W2980226541","https://openalex.org/W2989253922","https://openalex.org/W2994622980","https://openalex.org/W2998460075","https://openalex.org/W2999559118","https://openalex.org/W3011930677","https://openalex.org/W3014517104","https://openalex.org/W3019945581","https://openalex.org/W3040275518","https://openalex.org/W3042070225","https://openalex.org/W3042710080","https://openalex.org/W3048624578","https://openalex.org/W3048634206","https://openalex.org/W3058760796","https://openalex.org/W3082431408","https://openalex.org/W3092108740","https://openalex.org/W3092262433","https://openalex.org/W3093606573","https://openalex.org/W3100567585","https://openalex.org/W3102360395","https://openalex.org/W3108402236","https://openalex.org/W3113280383","https://openalex.org/W3115904284","https://openalex.org/W3125002451","https://openalex.org/W3126205367","https://openalex.org/W3128764679","https://openalex.org/W3128946327","https://openalex.org/W3133782197","https://openalex.org/W3136214928","https://openalex.org/W3139190907","https://openalex.org/W3154435685","https://openalex.org/W3155204446","https://openalex.org/W3159295158","https://openalex.org/W3165938138","https://openalex.org/W3172555720","https://openalex.org/W3172959128","https://openalex.org/W3177323237","https://openalex.org/W3177545935","https://openalex.org/W3179212946","https://openalex.org/W3192224997","https://openalex.org/W3197562581","https://openalex.org/W3199248696","https://openalex.org/W3199635142","https://openalex.org/W3202810143","https://openalex.org/W3205726948","https://openalex.org/W3206271621","https://openalex.org/W4205745492","https://openalex.org/W4210643803","https://openalex.org/W4220704354","https://openalex.org/W4220712304","https://openalex.org/W4287879026","https://openalex.org/W4296545269","https://openalex.org/W4298221930","https://openalex.org/W4312884991","https://openalex.org/W4320483961","https://openalex.org/W4321766084","https://openalex.org/W4382404888","https://openalex.org/W4385451466","https://openalex.org/W6684859321","https://openalex.org/W6728757088","https://openalex.org/W6746720608","https://openalex.org/W6751922297","https://openalex.org/W6756033706","https://openalex.org/W6767307205"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"The":[0],"development":[1],"of":[2,11,54,126,151,179,186],"the":[3,73,123,147,157,168,177,180,184],"Industrial":[4,74],"Internet":[5,75],"will":[6],"generate":[7],"a":[8,189],"large":[9],"amount":[10],"valuable":[12],"data,":[13],"known":[14],"as":[15,60,153],"industrial":[16,44,105],"big":[17,45,106],"data":[18,46,66,107,214,218],"(IBD).":[19],"By":[20],"mining":[21],"and":[22,32,37,40,56,63,68,88,90,103,117,130,142,149,162,165,194,201,207,216,220,223],"utilizing":[23],"IBD,":[24],"enterprises":[25],"can":[26],"improve":[27],"production":[28],"efficiency,":[29],"reduce":[30],"costs":[31],"risks,":[33],"optimize":[34],"management":[35],"processes,":[36],"innovate":[38],"services":[39],"business":[41],"models.":[42],"However,":[43],"comes":[47],"from":[48,110,211],"various":[49],"institutions":[50],"in":[51,72],"all":[52],"walks":[53],"life":[55],"has":[57],"features":[58],"such":[59],"multi-source,":[61],"heterogeneity,":[62],"multi-modality.":[64],"And":[65],"sharing":[67],"trading":[69],"(DS&T)":[70],"occur":[71],"environment":[76],"without":[77],"mutual":[78],"trust.":[79],"These":[80],"characteristics":[81],"pose":[82],"new":[83],"challenges":[84,139],"to":[85,98,133,140,171],"analytics":[86,108,148,206],"methods":[87],"privacy":[89,219],"security":[91,192,221],"protection":[92],"technologies.":[93,119],"Therefore,":[94],"this":[95],"paper":[96],"aims":[97],"provide":[99],"references":[100],"for":[101,160,204],"privacy-preserving":[102,161],"secure":[104,141,163],"(IBDA)":[109],"three":[111,138,212],"perspectives:":[112],"research":[113,127,158,199],"framework,":[114],"platform":[115,182],"architecture,":[116,193],"key":[118],"Firstly,":[120],"we":[121,136,175],"review":[122],"current":[124],"state":[125],"on":[128],"theories":[129],"technologies":[131,203],"related":[132],"IBDA.":[134,144],"Then,":[135],"reveal":[137],"efficient":[143],"We":[145],"take":[146],"utilization":[150,208],"IBD":[152,205],"systematic":[154],"engineering,":[155],"propose":[156],"framework":[159],"IBDA,":[164],"point":[166],"out":[167],"specific":[169],"content":[170],"be":[172],"studied.":[173],"Further,":[174],"design":[176],"architecture":[178],"IBDA":[181],"with":[183],"idea":[185],"layering,":[187],"including":[188],"function":[190],"model,":[191],"system":[195],"architecture.":[196],"Finally,":[197],"detailed":[198],"proposals":[200],"potential":[202],"are":[209],"presented":[210],"aspects:":[213],"fusion":[215],"analytics,":[217],"protection,":[222],"blockchain.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}