{"id":"https://openalex.org/W3212490608","doi":"https://doi.org/10.1109/tits.2021.3125070","title":"Flexible Data Integrity Checking With Original Data Recovery in IoT-Enabled Maritime Transportation Systems","display_name":"Flexible Data Integrity Checking With Original Data Recovery in IoT-Enabled Maritime Transportation Systems","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3212490608","doi":"https://doi.org/10.1109/tits.2021.3125070","mag":"3212490608"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2021.3125070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3125070","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/A5054744314","display_name":"Dengzhi Liu","orcid":"https://orcid.org/0000-0001-9206-7680"},"institutions":[{"id":"https://openalex.org/I2801481043","display_name":"Jiangsu Ocean University","ror":"https://ror.org/031zps173","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801481043"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengzhi Liu","raw_affiliation_strings":["School of Computer Engineering, Jiangsu Ocean University, Lianyungang 222005, China, also with the Jiangsu Institute of Marine Resources Development, Lianyungang 222005, China, and also with the Jiangsu Engineering Research Center of Intelligent Port, Lianyungang 222005, China"],"raw_orcid":"https://orcid.org/0000-0001-9206-7680","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu Ocean University, Lianyungang 222005, China, also with the Jiangsu Institute of Marine Resources Development, Lianyungang 222005, China, and also with the Jiangsu Engineering Research Center of Intelligent Port, Lianyungang 222005, China","institution_ids":["https://openalex.org/I2801481043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419741","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0001-8803-2055"},"institutions":[{"id":"https://openalex.org/I2801481043","display_name":"Jiangsu Ocean University","ror":"https://ror.org/031zps173","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801481043"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["School of Computer Engineering, Jiangsu Ocean University, Lianyungang 222005, China, also with the Jiangsu Institute of Marine Resources Development, Lianyungang 222005, China, and also with the Jiangsu Engineering Research Center of Intelligent Port, Lianyungang 222005, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu Ocean University, Lianyungang 222005, China, also with the Jiangsu Institute of Marine Resources Development, Lianyungang 222005, China, and also with the Jiangsu Engineering Research Center of Intelligent Port, Lianyungang 222005, China","institution_ids":["https://openalex.org/I2801481043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042452580","display_name":"Weizheng Wang","orcid":"https://orcid.org/0000-0002-5879-585X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weizheng Wang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong (e-mail: weizheng.wang@ieee.org)"],"raw_orcid":"https://orcid.org/0000-0002-5879-585X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong (e-mail: weizheng.wang@ieee.org)","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064768354","display_name":"Kapal Dev","orcid":"https://orcid.org/0000-0003-1262-8594"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Kapal Dev","raw_affiliation_strings":["Department of Institute of Intelligent Systems, University of Johannesburg, Johannesburg 2006, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-1262-8594","affiliations":[{"raw_affiliation_string":"Department of Institute of Intelligent Systems, University of Johannesburg, Johannesburg 2006, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051309937","display_name":"Sunder Ali Khowaja","orcid":"https://orcid.org/0000-0002-4586-4131"},"institutions":[{"id":"https://openalex.org/I1322422313","display_name":"Tech University of Korea","ror":"https://ror.org/0060vt104","country_code":"KR","type":"education","lineage":["https://openalex.org/I1322422313"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunder Ali Khowaja","raw_affiliation_strings":["Department of Mechatronics Engineering, Korea Polytechnic University, Siheung, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4586-4131","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Korea Polytechnic University, Siheung, Republic of Korea","institution_ids":["https://openalex.org/I1322422313"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7011,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.98051512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9958999752998352,"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"}},"topics":[{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9958999752998352,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14387","display_name":"Environmental Engineering and Cultural Studies","score":0.9721999764442444,"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":0.7147771716117859},{"id":"https://openalex.org/keywords/erasure-code","display_name":"Erasure code","score":0.619513988494873},{"id":"https://openalex.org/keywords/data-integrity","display_name":"Data integrity","score":0.6006699800491333},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5501604080200195},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.49712541699409485},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4939475655555725},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48633986711502075},{"id":"https://openalex.org/keywords/data-recovery","display_name":"Data recovery","score":0.4397931694984436},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.41902562975883484},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4038781523704529},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33472004532814026},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.25121384859085083},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2377820909023285},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22501623630523682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2148618996143341},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.12010309100151062},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.1115606427192688},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10452672839164734},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.08882814645767212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7147771716117859},{"id":"https://openalex.org/C137529215","wikidata":"https://www.wikidata.org/wiki/Q5385031","display_name":"Erasure code","level":3,"score":0.619513988494873},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.6006699800491333},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5501604080200195},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.49712541699409485},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4939475655555725},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48633986711502075},{"id":"https://openalex.org/C529754248","wikidata":"https://www.wikidata.org/wiki/Q1054772","display_name":"Data recovery","level":2,"score":0.4397931694984436},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.41902562975883484},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4038781523704529},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33472004532814026},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25121384859085083},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2377820909023285},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22501623630523682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2148618996143341},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12010309100151062},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.1115606427192688},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10452672839164734},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.08882814645767212},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2021.3125070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3125070","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/G4076843808","display_name":null,"funder_award_id":"62102169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5100776763","display_name":null,"funder_award_id":"XYDXX-140","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1606073165","https://openalex.org/W1994788755","https://openalex.org/W2002110658","https://openalex.org/W2064675550","https://openalex.org/W2072863535","https://openalex.org/W2111160323","https://openalex.org/W2135613847","https://openalex.org/W2136583008","https://openalex.org/W2148502234","https://openalex.org/W2162031086","https://openalex.org/W2249347877","https://openalex.org/W2284126738","https://openalex.org/W2343351721","https://openalex.org/W2517421217","https://openalex.org/W2560497356","https://openalex.org/W2592022686","https://openalex.org/W2660887482","https://openalex.org/W2775687559","https://openalex.org/W2777112730","https://openalex.org/W2805457650","https://openalex.org/W2885507440","https://openalex.org/W2888844627","https://openalex.org/W2895760214","https://openalex.org/W2912018309","https://openalex.org/W2944924828","https://openalex.org/W2948800413","https://openalex.org/W2956452632","https://openalex.org/W2963165299","https://openalex.org/W2979599173","https://openalex.org/W2983347038","https://openalex.org/W2984358442","https://openalex.org/W2987793235","https://openalex.org/W3004055934","https://openalex.org/W3005965793","https://openalex.org/W3014765529","https://openalex.org/W3018261379","https://openalex.org/W3048560307","https://openalex.org/W3091914433","https://openalex.org/W3133177552","https://openalex.org/W3138234917","https://openalex.org/W3183184422","https://openalex.org/W4236461225","https://openalex.org/W4254859371"],"related_works":["https://openalex.org/W3102814797","https://openalex.org/W4320061053","https://openalex.org/W2182068290","https://openalex.org/W4253616297","https://openalex.org/W4312878759","https://openalex.org/W2971202951","https://openalex.org/W2887745353","https://openalex.org/W3115428091","https://openalex.org/W179871865","https://openalex.org/W1723198510"],"abstract_inverted_index":{"Internet":[0],"of":[1,37,50,57,66,84,113,126,131,158,166,173,182],"things":[2],"(IoT)":[3],"has":[4],"emerged":[5],"as":[6,24],"a":[7,138],"promising":[8],"technology":[9,36,165],"that":[10,215,234],"can":[11,43,73,190,198,219],"be":[12,74,101,117,191,199,220,223],"widely":[13],"used":[14,121],"in":[15,70,98,104,148,187],"various":[16],"industries":[17],"to":[18,25,77,116,122,222],"realize":[19],"real-time":[20,67],"information":[21],"collection,":[22],"so":[23],"improve":[26,47],"production":[27],"efficiency":[28,49],"and":[29,53,61,82,110,128,179,225],"reduce":[30,54],"running":[31],"costs.":[32],"By":[33],"combining":[34],"the":[35,48,55,79,87,94,111,124,152,155,164,171,174,177,180,183,188,194,203,216,241],"IoT,":[38],"maritime":[39,51,95],"transportation":[40,52],"systems":[41],"(MTS)":[42],"prevent":[44],"vessels":[45,85,159],"collision,":[46],"loss":[56],"revenue":[58],"for":[59],"ports":[60],"shipbuilders.":[62],"The":[63],"large":[64],"amount":[65],"data":[68,97,107,140,146,156,184,196,205],"generated":[69],"IoT-enabled":[71,149],"MTS":[72,99],"efficiently":[75,201],"utilized":[76],"predict":[78],"future":[80],"trajectories":[81,127],"hotspots":[83],"on":[86,163],"sea":[88],"combined":[89],"with":[90,144],"historical":[91,175],"data.":[92],"However,":[93],"traffic":[96],"cannot":[100],"effectively":[102],"processed":[103],"traditional":[105],"big":[106],"analysis":[108,213,232],"methods,":[109],"integrity":[112,141,181],"it":[114],"needs":[115],"checked":[118],"before":[119],"being":[120],"achieve":[123],"prediction":[125],"high-density":[129],"areas":[130],"vessels.":[132],"In":[133,151],"this":[134],"paper,":[135],"we":[136],"propose":[137],"flexible":[139],"checking":[142],"scheme":[143,218,236],"original":[145,195],"recovery":[147],"MTS.":[150],"proposed":[153,217],"scheme,":[154],"blocks":[157,197],"are":[160],"encoded":[161,204],"based":[162],"erasure":[167],"coding.":[168],"To":[169],"ensure":[170],"availability":[172],"data,":[176],"existence":[178],"elements":[185,206],"stored":[186],"cloud":[189],"checked.":[192],"Moreover,":[193],"recovered":[200],"if":[202],"have":[207],"been":[208],"corrupted":[209],"or":[210],"deleted.":[211],"Security":[212],"demonstrates":[214],"proved":[221],"correct":[224],"is":[226,237],"secure":[227],"against":[228],"malicious":[229],"attacks.":[230],"Performance":[231],"shows":[233],"our":[235],"more":[238],"efficient":[239],"than":[240],"previous":[242],"schemes.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":17}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}