{"id":"https://openalex.org/W4293063672","doi":"https://doi.org/10.1109/csr54599.2022.9850282","title":"Improving Resilience in Cyber-Physical Systems based on Transfer Learning","display_name":"Improving Resilience in Cyber-Physical Systems based on Transfer Learning","publication_year":2022,"publication_date":"2022-07-27","ids":{"openalex":"https://openalex.org/W4293063672","doi":"https://doi.org/10.1109/csr54599.2022.9850282"},"language":"en","primary_location":{"id":"doi:10.1109/csr54599.2022.9850282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr54599.2022.9850282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-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/A5102742455","display_name":"Mehdi Saman Azari","orcid":"https://orcid.org/0000-0003-0348-4429"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Mehdi Saman Azari","raw_affiliation_strings":["Linnaeus University,Department of Computer Science and Media Technology,V&#x00E4;xjo,Sweden"],"affiliations":[{"raw_affiliation_string":"Linnaeus University,Department of Computer Science and Media Technology,V&#x00E4;xjo,Sweden","institution_ids":["https://openalex.org/I223464139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037708866","display_name":"Francesco Flammini","orcid":"https://orcid.org/0000-0002-2833-7196"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Francesco Flammini","raw_affiliation_strings":["M&#x00E4;lardalen University,School of Innovation, Design and Engineering,V&#x00E4;ster&#x00E5;s,Sweden"],"affiliations":[{"raw_affiliation_string":"M&#x00E4;lardalen University,School of Innovation, Design and Engineering,V&#x00E4;ster&#x00E5;s,Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072166793","display_name":"Stefania Santini","orcid":"https://orcid.org/0000-0002-0754-6271"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefania Santini","raw_affiliation_strings":["University of Naples Federico II,Department of Electrical Engineering and Information Technology,Naples,Italy","Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Electrical Engineering and Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102742455"],"corresponding_institution_ids":["https://openalex.org/I223464139"],"apc_list":null,"apc_paid":null,"fwci":3.4356,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93083573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9656999707221985,"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"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.7903783321380615},{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.7627438306808472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.665778636932373},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.6226074695587158},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6113133430480957},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.545617938041687},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4822293221950531},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.47490087151527405},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42950767278671265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3725705146789551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3465305268764496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23311471939086914},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1784883439540863},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.16198012232780457}],"concepts":[{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7903783321380615},{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.7627438306808472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.665778636932373},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6226074695587158},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6113133430480957},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.545617938041687},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4822293221950531},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.47490087151527405},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42950767278671265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3725705146789551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465305268764496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23311471939086914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1784883439540863},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.16198012232780457},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csr54599.2022.9850282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr54599.2022.9850282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2012651791","https://openalex.org/W2395579298","https://openalex.org/W2606213502","https://openalex.org/W2897317743","https://openalex.org/W2913031385","https://openalex.org/W2914942700","https://openalex.org/W2972137370","https://openalex.org/W2974733188","https://openalex.org/W2982100952","https://openalex.org/W3006518571","https://openalex.org/W3015218709","https://openalex.org/W3024946300","https://openalex.org/W3083531094","https://openalex.org/W3092012490","https://openalex.org/W3112055870","https://openalex.org/W3120487494","https://openalex.org/W3128906627","https://openalex.org/W3135939397","https://openalex.org/W3160541836","https://openalex.org/W3180236906","https://openalex.org/W3194976308","https://openalex.org/W4280599547"],"related_works":["https://openalex.org/W2028839796","https://openalex.org/W3045935064","https://openalex.org/W2947125308","https://openalex.org/W4321486786","https://openalex.org/W4307290295","https://openalex.org/W2908973203","https://openalex.org/W4385520395","https://openalex.org/W2586143229","https://openalex.org/W3160450996","https://openalex.org/W2786121524"],"abstract_inverted_index":{"An":[0],"essential":[1],"aspect":[2],"of":[3,12,15,24,32,58,69,74,76,82,113,119,146,168],"resilience":[4],"within":[5,97,170],"Cyber-Physical":[6],"Systems":[7],"stands":[8],"in":[9,72,176,213],"their":[10],"capacity":[11],"early":[13],"detection":[14],"faults":[16,33,38],"before":[17],"they":[18],"generate":[19],"failures.":[20],"Faults":[21],"can":[22,188],"be":[23,207],"any":[25,166],"origin,":[26],"either":[27],"natural":[28],"or":[29,174],"intentional.":[30],"Detection":[31],"enables":[34],"predictive":[35,52,99,190],"maintenance,":[36],"where":[37],"are":[39],"managed":[40],"through":[41],"diagnosis":[42,196],"and":[43,80,90,121,144,161,164,197,199],"prognosis.":[44],"In":[45],"this":[46],"paper":[47],"we":[48,138],"focus":[49,140],"on":[50,55,109,141],"intelligent":[51,98,193],"maintenance":[53,100,191],"based":[54,108],"a":[56,87,91,150],"class":[57],"machine":[59],"learning":[60,96,187],"techniques,":[61],"namely":[62],"transfer":[63,95,186],"learning,":[64],"which":[65],"overcomes":[66],"some":[67,201],"limitations":[68],"traditional":[70],"approaches":[71],"terms":[73],"availability":[75],"appropriate":[77],"training":[78,130],"datasets":[79],"discrepancy":[81],"data":[83,131],"distribution.":[84],"We":[85,183],"provide":[86],"conceptual":[88],"approach":[89,106,155],"reference":[92,151],"architecture":[93],"supporting":[94],"applications":[101],"for":[102,127,133,209],"cyber-physical":[103],"systems.":[104],"The":[105],"is":[107,156],"the":[110,116,129,134,153,171,202],"emerging":[111],"paradigms":[112],"Industry":[114],"4.0,":[115],"industrial":[117,147,215],"Internet":[118],"Things,":[120],"Digital":[122],"Twins":[123],"hosting":[124],"run-time":[125],"models":[126],"providing":[128],"set":[132],"target":[135],"domain.":[136],"Although":[137],"mainly":[139],"health":[142],"monitoring":[143],"prognostics":[145],"machinery":[148],"as":[149,180],"application,":[152],"general":[154],"suitable":[157],"to":[158,165,206],"both":[159],"physical-":[160],"cyber-threat":[162],"detection,":[163,195],"combination":[167],"them":[169],"same":[172],"system,":[173],"even":[175],"complex":[177],"systems-of-systems":[178],"such":[179],"critical":[181],"infrastructures.":[182],"show":[184],"how":[185],"aid":[189],"with":[192],"fault":[194],"prognosis,":[198],"describe":[200],"challenges":[203],"that":[204],"need":[205],"addressed":[208],"its":[210],"effective":[211],"adoption":[212],"real":[214],"applications.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
