{"id":"https://openalex.org/W3049305796","doi":"https://doi.org/10.1109/tits.2020.3011931","title":"Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud","display_name":"Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3049305796","doi":"https://doi.org/10.1109/tits.2020.3011931","mag":"3049305796"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3011931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3011931","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","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/A5006107599","display_name":"Qinglei Kong","orcid":"https://orcid.org/0000-0002-9740-0240"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinglei Kong","raw_affiliation_strings":["Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-9740-0240","affiliations":[{"raw_affiliation_string":"Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070447777","display_name":"Rongxing Lu","orcid":"https://orcid.org/0000-0001-5720-0941"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rongxing Lu","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, Fredericton, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5720-0941","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696174","display_name":"Feng Yin","orcid":"https://orcid.org/0000-0001-5754-9246"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Yin","raw_affiliation_strings":["Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5754-9246","affiliations":[{"raw_affiliation_string":"Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I4210116924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"Future Network of Intelligence Institute (FNii), The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5462,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.91470864,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"8","first_page":"5060","last_page":"5070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9973000288009644,"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/paillier-cryptosystem","display_name":"Paillier cryptosystem","score":0.9077661037445068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7416661381721497},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6989697217941284},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5235878229141235},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.5109345316886902},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5025148391723633},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.4656437635421753},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4471200704574585},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4353465437889099},{"id":"https://openalex.org/keywords/cryptosystem","display_name":"Cryptosystem","score":0.3876783549785614},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.360571950674057},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3387482166290283},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19833773374557495},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.1777069866657257},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09582564234733582}],"concepts":[{"id":"https://openalex.org/C66989864","wikidata":"https://www.wikidata.org/wiki/Q594646","display_name":"Paillier cryptosystem","level":5,"score":0.9077661037445068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7416661381721497},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6989697217941284},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5235878229141235},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.5109345316886902},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5025148391723633},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.4656437635421753},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4471200704574585},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4353465437889099},{"id":"https://openalex.org/C6295992","wikidata":"https://www.wikidata.org/wiki/Q976521","display_name":"Cryptosystem","level":3,"score":0.3876783549785614},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.360571950674057},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3387482166290283},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19833773374557495},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.1777069866657257},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09582564234733582},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C73468433","wikidata":"https://www.wikidata.org/wiki/Q1639918","display_name":"Hybrid cryptosystem","level":4,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2020.3011931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3011931","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1290741205","display_name":null,"funder_award_id":"NSFC\u201061629101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5765647807","display_name":null,"funder_award_id":"2018YFB1800800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5919707873","display_name":null,"funder_award_id":"2018B030338001","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G7729230939","display_name":null,"funder_award_id":"ZDSYS201707251409055","funder_id":"https://openalex.org/F4320336572","funder_display_name":"Shenzhen Key Laboratory Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320336572","display_name":"Shenzhen Key Laboratory Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1497727788","https://openalex.org/W1873763122","https://openalex.org/W1991020079","https://openalex.org/W1999119356","https://openalex.org/W2009611335","https://openalex.org/W2038194220","https://openalex.org/W2042986815","https://openalex.org/W2055817410","https://openalex.org/W2074609553","https://openalex.org/W2132172731","https://openalex.org/W2139910984","https://openalex.org/W2286343943","https://openalex.org/W2591915039","https://openalex.org/W2598087980","https://openalex.org/W2626411389","https://openalex.org/W2742699470","https://openalex.org/W2774268480","https://openalex.org/W2786010450","https://openalex.org/W2811243533","https://openalex.org/W2887892418","https://openalex.org/W2912371381","https://openalex.org/W2953590039","https://openalex.org/W2972125603","https://openalex.org/W2974280033","https://openalex.org/W2998202411","https://openalex.org/W3101454826","https://openalex.org/W6752955957"],"related_works":["https://openalex.org/W1973384493","https://openalex.org/W4298359172","https://openalex.org/W4386025261","https://openalex.org/W3136904876","https://openalex.org/W2990644065","https://openalex.org/W2950585479","https://openalex.org/W3124376736","https://openalex.org/W2539361309","https://openalex.org/W2610314061","https://openalex.org/W2029438024"],"abstract_inverted_index":{"With":[0],"the":[1,27,58,67,79,89,118,130,147,157,174,187,191,205,247,258,264],"advances":[2],"of":[3,5,30,60,69,78,120,133,159,163,190,208,239,249],"Internet":[4],"Things":[6],"(IoT)":[7],"solutions":[8],"in":[9,85,104,123,237],"intelligent":[10],"transportation":[11],"systems,":[12],"collected":[13,40,175,193],"vehicle":[14,42,83,136],"data":[15,39,91,114,132,177],"can":[16],"produce":[17],"insights":[18],"on":[19,137,179],"emerging":[20],"vehicular":[21,34,124,194],"phenomenon,":[22],"and":[23,32,44,50,62,97,111,128,151,172,215,231,241,256],"further":[24,28],"contribute":[25],"to":[26,56,155,203,245],"improvement":[29,236],"innovative":[31],"efficient":[33],"systems.":[35],"Particularly,":[36],"by":[37,263],"leveraging":[38],"from":[41,48],"sensors":[43],"maintenance":[45,54,122],"models":[46],"constructed":[47],"operation":[49],"repair":[51],"history,":[52],"predictive":[53,86,121],"aims":[55],"detect":[57],"anomalies":[59],"vehicles":[61],"provide":[63],"early":[64],"warnings":[65],"before":[66],"occurrence":[68],"failure.":[70],"However,":[71],"privacy":[72,216,266],"preservation":[73],"still":[74],"remains":[75],"as":[76,88],"one":[77],"top":[80],"concerns":[81],"for":[82],"owners":[84],"maintenance,":[87],"sensory":[90,164,176,195],"could":[92],"potentially":[93],"violate":[94],"their":[95],"location":[96],"identity":[98],"privacy.":[99],"To":[100],"address":[101],"this":[102,105],"challenge,":[103],"article,":[106],"we":[107,221,253],"propose":[108],"a":[109,138,180,228],"privacy-preserving":[110],"verifiable":[112],"continuous":[113,188],"collection":[115],"scheme":[116,145,169,226,233],"with":[117,227],"intent":[119],"fog,":[125],"which":[126,185],"gathers":[127],"organizes":[129],"sensor":[131],"each":[134,160],"individual":[135,161],"sliding":[139,182],"window":[140,183],"basis.":[141],"Specifically,":[142],"our":[143,167,209,224,232,250],"proposed":[144,168,210,225,251],"exploits":[146],"homomorphic":[148],"Paillier":[149],"cryptosystem":[150],"truncated":[152],"\u03b1-geometric":[153],"technique":[154],"protect":[156],"content":[158],"piece":[162],"data.":[165,196],"Meanwhile,":[166],"also":[170,222,254],"aggregates":[171],"authenticates":[173],"reports":[178],"time-series":[181],"basis,":[184],"achieves":[186],"observation":[189],"recently":[192],"Detailed":[197],"security":[198,206],"analysis":[199],"is":[200],"carried":[201],"out":[202],"demonstrate":[204],"properties":[207],"scheme,":[211,230,252],"including":[212],"confidentiality,":[213],"authentication":[214],"preservation.":[217],"In":[218],"performance":[219],"evaluations,":[220],"compare":[223,255],"traditional":[229],"shows":[234],"great":[235],"terms":[238],"communication":[240],"computation":[242],"overheads.":[243],"Furthermore,":[244],"show":[246],"feasibility":[248],"discuss":[257],"expected":[259],"squared":[260],"error":[261],"introduced":[262],"differential":[265],"mechanism.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}