{"id":"https://openalex.org/W7169554462","doi":"https://doi.org/10.1016/j.cie.2026.112244","title":"Cybersecurity for smart and resilient manufacturing and supply chains: A systematic review of the evolving knowledge base","display_name":"Cybersecurity for smart and resilient manufacturing and supply chains: A systematic review of the evolving knowledge base","publication_year":2026,"publication_date":"2026-07-17","ids":{"openalex":"https://openalex.org/W7169554462","doi":"https://doi.org/10.1016/j.cie.2026.112244"},"language":"en","primary_location":{"id":"doi:10.1016/j.cie.2026.112244","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cie.2026.112244","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Industrial Engineering","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.cie.2026.112244","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002589557","display_name":"Krystel K. Castillo-Villar","orcid":"https://orcid.org/0000-0001-8646-0216"},"institutions":[{"id":"https://openalex.org/I4210092089","display_name":"Vehicle Technologies Office","ror":"https://ror.org/00f93gc02","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I2800842121","https://openalex.org/I4210092089"]},{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Krystel K. Castillo-Villar","raw_affiliation_strings":["Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA","Office of Critical Minerals and Energy Innovation, Advanced Materials and Manufacturing Technologies Office (AMMTO), 1000 Independence Avenue, SW, Washington, DC 20585, USA"],"raw_orcid":"https://orcid.org/0000-0001-8646-0216","affiliations":[{"raw_affiliation_string":"Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Office of Critical Minerals and Energy Innovation, Advanced Materials and Manufacturing Technologies Office (AMMTO), 1000 Independence Avenue, SW, Washington, DC 20585, USA","institution_ids":["https://openalex.org/I4210092089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123554390","display_name":"Huijuan Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092089","display_name":"Vehicle Technologies Office","ror":"https://ror.org/00f93gc02","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I2800842121","https://openalex.org/I4210092089"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huijuan Dai","raw_affiliation_strings":["Office of Critical Minerals and Energy Innovation, Advanced Materials and Manufacturing Technologies Office (AMMTO), 1000 Independence Avenue, SW, Washington, DC 20585, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Critical Minerals and Energy Innovation, Advanced Materials and Manufacturing Technologies Office (AMMTO), 1000 Independence Avenue, SW, Washington, DC 20585, USA","institution_ids":["https://openalex.org/I4210092089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115092703","display_name":"Gonzalo Martinez Medina","orcid":"https://orcid.org/0000-0002-0469-499X"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gonzalo Martinez Medina","raw_affiliation_strings":["Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-0469-499X","affiliations":[{"raw_affiliation_string":"Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114619622","display_name":"Hamed Mehrzadi","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Mehrzadi","raw_affiliation_strings":["Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA"],"raw_orcid":"https://orcid.org/0009-0009-7507-0621","affiliations":[{"raw_affiliation_string":"Department of Mechanical, Aerospace, and Industrial Engineering, Texas Sustainable Energy Research Institute, The University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002589557"],"corresponding_institution_ids":["https://openalex.org/I4210092089","https://openalex.org/I45438204"],"apc_list":{"value":3310,"currency":"USD","value_usd":3310},"apc_paid":{"value":3310,"currency":"USD","value_usd":3310},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84359401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"220","issue":null,"first_page":"112244","last_page":"112244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.3019999861717224,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.3019999861717224,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.16110000014305115,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10917","display_name":"Smart Grid Security and Resilience","score":0.05299999937415123,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6191999912261963},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4991999864578247},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.3652999997138977},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.32260000705718994},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.3077999949455261},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3003999888896942}],"concepts":[{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6191999912261963},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4991999864578247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4528000056743622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42750000953674316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41670000553131104},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.3652999997138977},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3409000039100647},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.33959999680519104},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3244999945163727},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.29120001196861267},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.28360000252723694},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27970001101493835},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cie.2026.112244","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cie.2026.112244","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Industrial Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.cie.2026.112244","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.cie.2026.112244","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Industrial Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2056075452","https://openalex.org/W2613748018","https://openalex.org/W2619263430","https://openalex.org/W2796296808","https://openalex.org/W2805611890","https://openalex.org/W2895400994","https://openalex.org/W2909391844","https://openalex.org/W2951145450","https://openalex.org/W2972705049","https://openalex.org/W3005054885","https://openalex.org/W3118557581","https://openalex.org/W3120609170","https://openalex.org/W3182926393","https://openalex.org/W3196695106","https://openalex.org/W3200780444","https://openalex.org/W3206777315","https://openalex.org/W4247200422","https://openalex.org/W4293187108","https://openalex.org/W4295048306","https://openalex.org/W4297517569","https://openalex.org/W4308512267","https://openalex.org/W4309449838","https://openalex.org/W4321484089","https://openalex.org/W4327945725","https://openalex.org/W4380607175","https://openalex.org/W4383343635","https://openalex.org/W4386220180","https://openalex.org/W4389799391","https://openalex.org/W4390604115","https://openalex.org/W4391064751","https://openalex.org/W4391791271","https://openalex.org/W4398221670","https://openalex.org/W4400510913","https://openalex.org/W4401073373","https://openalex.org/W4402074762","https://openalex.org/W4402273433","https://openalex.org/W4402892453","https://openalex.org/W4403963764","https://openalex.org/W4404430039","https://openalex.org/W4404574851","https://openalex.org/W4406554509","https://openalex.org/W4408426533","https://openalex.org/W4409348001","https://openalex.org/W4409877967","https://openalex.org/W4410541497","https://openalex.org/W4411452522","https://openalex.org/W4413126215"],"related_works":[],"abstract_inverted_index":{"Securing":[0],"smart":[1,28],"manufacturing":[2,29,98,249],"increasingly":[3],"requires":[4],"a":[5,101,143,218],"resilience-oriented":[6],"cybersecurity":[7,186],"perspective":[8],"that":[9,43,221],"extends":[10],"beyond":[11],"the":[12,32,40,64,94,139],"factory":[13],"floor":[14],"to":[15,31,39,45,52,86,128,134,199,243],"include":[16],"digitally":[17,33],"connected":[18],"assets,":[19],"operational":[20,75,91,181],"dependencies,":[21],"and":[22,50,55,74,83,90,111,116,125,130,163,174,180,183,188,196,205,212,224,232,237,247,255],"supply-chain":[23],"interfaces.":[24],"In":[25],"this":[26],"paper,":[27],"refers":[30,38],"enabled":[34],"production":[35],"environment,":[36],"resilience":[37],"ability":[41],"of":[42,63,97,229],"environment":[44],"anticipate,":[46],"withstand,":[47],"recover":[48],"from,":[49],"adapt":[51],"cyber\u2013physical":[53,147,150,168],"disruption,":[54],"supply":[56,213],"chains":[57],"are":[58],"treated":[59],"as":[60],"an":[61],"extension":[62],"same":[65],"risk":[66,151,231],"surface":[67],"through":[68],"which":[69],"trust,":[70],"traceability,":[71],"software,":[72],"components,":[73],"dependencies":[76],"propagate.":[77],"This":[78],"paper":[79],"synthesizes":[80],"peer-reviewed":[81],"literature":[82],"authoritative":[84],"guidance":[85],"characterize":[87],"threats,":[88],"defenses,":[89],"gaps":[92],"at":[93],"system":[95],"level":[96],"systems.":[99],"Using":[100],"PRISMA-style":[102],"protocol,":[103],"we":[104,141],"map":[105],"evidence":[106,254],"across":[107,209],"hardware/firmware,":[108],"software/data":[109],"pipelines,":[110],"AI":[112],"security;":[113],"evaluate":[114],"detection":[115],"response":[117],"mechanisms":[118],"(digital":[119],"twins,":[120],"anomaly/intrusion":[121],"recognition,":[122],"zero-trust":[123],"patterns);":[124],"relate":[126],"these":[127],"standards":[129],"sector":[131],"profiles":[132],"relevant":[133],"OT/IT":[135],"interoperability.":[136],"Building":[137],"on":[138],"synthesis,":[140],"propose":[142],"six-pillar":[144],"framework":[145,192],"for":[146,154,160],"resilience:":[148],"(1)":[149],"engineering":[152,189],"design":[153],"secure":[155,164],"manufacturing;":[156],"(2)":[157],"federated":[158],"testbeds":[159],"verifiable":[161,253],"trust":[162],"interoperability;":[165],"(3)":[166],"adaptive":[167],"threat":[169],"response;":[170],"(4)":[171],"risk-informed":[172],"decision-making":[173],"cyber-risk":[175],"communication;":[176],"(5)":[177],"adoption":[178],"pathways":[179],"implementation;":[182],"(6)":[184],"embedded":[185],"culture":[187],"literacy.":[190],"The":[191],"aligns":[193],"technology,":[194],"governance,":[195],"workforce":[197],"levers":[198],"reduce":[200],"downtime":[201],"risk,":[202],"improve":[203],"recoverability,":[204],"support":[206],"scalable":[207],"deployment":[208],"heterogeneous":[210],"assets":[211],"networks.":[214],"We":[215],"conclude":[216],"with":[217],"research":[219],"agenda":[220],"prioritizes":[222],"traceability":[223],"verification,":[225],"testbed-driven":[226],"validation,":[227],"quantification":[228],"cyber":[230],"value-at-risk,":[233],"lifecycle":[234],"management":[235],"standards,":[236],"field":[238],"evaluations,":[239],"providing":[240],"actionable":[241],"steps":[242],"advance":[244],"resilient,":[245],"efficient,":[246],"sustainable":[248],"systems,":[250],"anchored":[251],"in":[252],"practical":[256],"validation.":[257]},"counts_by_year":[],"updated_date":"2026-07-22T05:54:00.624950","created_date":"2026-07-18T00:00:00"}
